ABIDE

Dataset statistics

Number of variables	106
Number of observations	1,112
Missing cells	62,781
Missing cells (%)	53.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.8 MiB
Average record size in memory	1.6 KiB

Variable types

Numeric	76
Categorical	30

Warnings

`FILE_ID` has a high cardinality: 1036 distinct values	High cardinality
`MEDICATION_NAME` has a high cardinality: 101 distinct values	High cardinality
`Unnamed: 0` is highly correlated with `Unnamed: 0.1` and 14 other fields	High correlation
`Unnamed: 0.1` is highly correlated with `Unnamed: 0` and 14 other fields	High correlation
`SUB_ID` is highly correlated with `Unnamed: 0` and 14 other fields	High correlation
`X` is highly correlated with `Unnamed: 0` and 14 other fields	High correlation
`subject` is highly correlated with `Unnamed: 0` and 14 other fields	High correlation
`DX_GROUP` is highly correlated with `DSM_IV_TR` and 28 other fields	High correlation
`DSM_IV_TR` is highly correlated with `DX_GROUP` and 19 other fields	High correlation
`AGE_AT_SCAN` is highly correlated with `ADOS_MODULE` and 6 other fields	High correlation
`SEX` is highly correlated with `SUB_IN_SMP`	High correlation
`FIQ` is highly correlated with `VIQ` and 14 other fields	High correlation
`VIQ` is highly correlated with `FIQ` and 1 other fields	High correlation
`PIQ` is highly correlated with `FIQ`	High correlation
`ADI_R_SOCIAL_TOTAL_A` is highly correlated with `ADI_R_VERBAL_TOTAL_BV` and 1 other fields	High correlation
`ADI_R_VERBAL_TOTAL_BV` is highly correlated with `ADI_R_SOCIAL_TOTAL_A` and 1 other fields	High correlation
`ADI_R_ONSET_TOTAL_D` is highly correlated with `WISC_IV_BLK_DSN_SCALED`	High correlation
`ADI_R_RSRCH_RELIABLE` is highly correlated with `ADOS_RSRCH_RELIABLE` and 1 other fields	High correlation
`ADOS_MODULE` is highly correlated with `AGE_AT_SCAN` and 6 other fields	High correlation
`ADOS_TOTAL` is highly correlated with `DX_GROUP` and 9 other fields	High correlation
`ADOS_COMM` is highly correlated with `DX_GROUP` and 6 other fields	High correlation
`ADOS_SOCIAL` is highly correlated with `DX_GROUP` and 11 other fields	High correlation
`ADOS_STEREO_BEHAV` is highly correlated with `ADOS_GOTHAM_RRB` and 2 other fields	High correlation
`ADOS_RSRCH_RELIABLE` is highly correlated with `ADI_R_RSRCH_RELIABLE`	High correlation
`ADOS_GOTHAM_SOCAFFECT` is highly correlated with `ADOS_TOTAL` and 5 other fields	High correlation
`ADOS_GOTHAM_RRB` is highly correlated with `ADOS_STEREO_BEHAV` and 2 other fields	High correlation
`ADOS_GOTHAM_TOTAL` is highly correlated with `ADOS_TOTAL` and 7 other fields	High correlation
`ADOS_GOTHAM_SEVERITY` is highly correlated with `DX_GROUP` and 10 other fields	High correlation
`SRS_VERSION` is highly correlated with `AGE_AT_SCAN` and 4 other fields	High correlation
`SRS_RAW_TOTAL` is highly correlated with `DX_GROUP` and 23 other fields	High correlation
`SRS_AWARENESS` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SRS_COGNITION` is highly correlated with `DX_GROUP` and 9 other fields	High correlation
`SRS_COMMUNICATION` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SRS_MOTIVATION` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SRS_MANNERISMS` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SCQ_TOTAL` is highly correlated with `DX_GROUP` and 20 other fields	High correlation
`AQ_TOTAL` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`OFF_STIMULANTS_AT_SCAN` is highly correlated with `Unnamed: 0` and 10 other fields	High correlation
`VINELAND_RECEPTIVE_V_SCALED` is highly correlated with `Unnamed: 0` and 21 other fields	High correlation
`VINELAND_EXPRESSIVE_V_SCALED` is highly correlated with `Unnamed: 0` and 21 other fields	High correlation
`VINELAND_WRITTEN_V_SCALED` is highly correlated with `VINELAND_RECEPTIVE_V_SCALED` and 10 other fields	High correlation
`VINELAND_COMMUNICATION_STANDARD` is highly correlated with `Unnamed: 0` and 23 other fields	High correlation
`VINELAND_PERSONAL_V_SCALED` is highly correlated with `DX_GROUP` and 12 other fields	High correlation
`VINELAND_DOMESTIC_V_SCALED` is highly correlated with `VINELAND_RECEPTIVE_V_SCALED` and 12 other fields	High correlation
`VINELAND_COMMUNITY_V_SCALED` is highly correlated with `Unnamed: 0` and 25 other fields	High correlation
`VINELAND_DAILYLVNG_STANDARD` is highly correlated with `DX_GROUP` and 16 other fields	High correlation
`VINELAND_INTERPERSONAL_V_SCALED` is highly correlated with `Unnamed: 0` and 21 other fields	High correlation
`VINELAND_PLAY_V_SCALED` is highly correlated with `Unnamed: 0` and 20 other fields	High correlation
`VINELAND_COPING_V_SCALED` is highly correlated with `Unnamed: 0` and 20 other fields	High correlation
`VINELAND_SOCIAL_STANDARD` is highly correlated with `Unnamed: 0` and 21 other fields	High correlation
`VINELAND_SUM_SCORES` is highly correlated with `Unnamed: 0` and 24 other fields	High correlation
`VINELAND_ABC_STANDARD` is highly correlated with `Unnamed: 0` and 23 other fields	High correlation
`VINELAND_INFORMANT` is highly correlated with `AGE_AT_SCAN` and 2 other fields	High correlation
`WISC_IV_VCI` is highly correlated with `FIQ` and 6 other fields	High correlation
`WISC_IV_PRI` is highly correlated with `FIQ` and 4 other fields	High correlation
`WISC_IV_WMI` is highly correlated with `FIQ` and 4 other fields	High correlation
`WISC_IV_PSI` is highly correlated with `DX_GROUP` and 7 other fields	High correlation
`WISC_IV_SIM_SCALED` is highly correlated with `FIQ` and 4 other fields	High correlation
`WISC_IV_VOCAB_SCALED` is highly correlated with `FIQ` and 6 other fields	High correlation
`WISC_IV_INFO_SCALED` is highly correlated with `FIQ` and 6 other fields	High correlation
`WISC_IV_BLK_DSN_SCALED` is highly correlated with `ADI_R_ONSET_TOTAL_D` and 2 other fields	High correlation
`WISC_IV_PIC_CON_SCALED` is highly correlated with `FIQ` and 8 other fields	High correlation
`WISC_IV_MATRIX_SCALED` is highly correlated with `FIQ` and 2 other fields	High correlation
`WISC_IV_DIGIT_SPAN_SCALED` is highly correlated with `FIQ` and 7 other fields	High correlation
`WISC_IV_LET_NUM_SCALED` is highly correlated with `DX_GROUP` and 4 other fields	High correlation
`WISC_IV_CODING_SCALED` is highly correlated with `DX_GROUP` and 5 other fields	High correlation
`WISC_IV_SYM_SCALED` is highly correlated with `DX_GROUP` and 9 other fields	High correlation
`AGE_AT_MPRAGE` is highly correlated with `AGE_AT_SCAN` and 1 other fields	High correlation
`anat_efc` is highly correlated with `anat_snr`	High correlation
`anat_snr` is highly correlated with `anat_efc`	High correlation
`func_efc` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 2 other fields	High correlation
`func_fber` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 3 other fields	High correlation
`func_outlier` is highly correlated with `func_mean_fd`	High correlation
`func_quality` is highly correlated with `func_mean_fd` and 2 other fields	High correlation
`func_mean_fd` is highly correlated with `func_outlier` and 3 other fields	High correlation
`func_num_fd` is highly correlated with `func_quality` and 2 other fields	High correlation
`func_perc_fd` is highly correlated with `func_quality` and 2 other fields	High correlation
`func_gsr` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 2 other fields	High correlation
`SUB_IN_SMP` is highly correlated with `SEX`	High correlation
`Unnamed: 0` is highly correlated with `Unnamed: 0.1` and 14 other fields	High correlation
`Unnamed: 0.1` is highly correlated with `Unnamed: 0` and 14 other fields	High correlation
`SUB_ID` is highly correlated with `Unnamed: 0` and 14 other fields	High correlation
`X` is highly correlated with `Unnamed: 0` and 14 other fields	High correlation
`subject` is highly correlated with `Unnamed: 0` and 14 other fields	High correlation
`DX_GROUP` is highly correlated with `DSM_IV_TR` and 24 other fields	High correlation
`DSM_IV_TR` is highly correlated with `DX_GROUP` and 22 other fields	High correlation
`AGE_AT_SCAN` is highly correlated with `ADOS_MODULE` and 3 other fields	High correlation
`SEX` is highly correlated with `SUB_IN_SMP`	High correlation
`FIQ` is highly correlated with `VIQ` and 14 other fields	High correlation
`VIQ` is highly correlated with `FIQ` and 1 other fields	High correlation
`PIQ` is highly correlated with `FIQ`	High correlation
`ADI_R_SOCIAL_TOTAL_A` is highly correlated with `ADI_R_VERBAL_TOTAL_BV` and 1 other fields	High correlation
`ADI_R_VERBAL_TOTAL_BV` is highly correlated with `ADI_R_SOCIAL_TOTAL_A` and 1 other fields	High correlation
`ADI_R_RSRCH_RELIABLE` is highly correlated with `ADOS_RSRCH_RELIABLE` and 1 other fields	High correlation
`ADOS_MODULE` is highly correlated with `AGE_AT_SCAN` and 6 other fields	High correlation
`ADOS_TOTAL` is highly correlated with `ADOS_COMM` and 6 other fields	High correlation
`ADOS_COMM` is highly correlated with `ADOS_TOTAL` and 4 other fields	High correlation
`ADOS_SOCIAL` is highly correlated with `ADOS_TOTAL` and 6 other fields	High correlation
`ADOS_STEREO_BEHAV` is highly correlated with `ADOS_GOTHAM_RRB` and 2 other fields	High correlation
`ADOS_RSRCH_RELIABLE` is highly correlated with `ADI_R_RSRCH_RELIABLE`	High correlation
`ADOS_GOTHAM_SOCAFFECT` is highly correlated with `ADOS_TOTAL` and 6 other fields	High correlation
`ADOS_GOTHAM_RRB` is highly correlated with `ADOS_STEREO_BEHAV` and 2 other fields	High correlation
`ADOS_GOTHAM_TOTAL` is highly correlated with `ADOS_TOTAL` and 7 other fields	High correlation
`ADOS_GOTHAM_SEVERITY` is highly correlated with `ADOS_TOTAL` and 7 other fields	High correlation
`SRS_VERSION` is highly correlated with `AGE_AT_SCAN` and 4 other fields	High correlation
`SRS_RAW_TOTAL` is highly correlated with `DX_GROUP` and 21 other fields	High correlation
`SRS_AWARENESS` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SRS_COGNITION` is highly correlated with `DX_GROUP` and 9 other fields	High correlation
`SRS_COMMUNICATION` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SRS_MOTIVATION` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SRS_MANNERISMS` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SCQ_TOTAL` is highly correlated with `DX_GROUP` and 20 other fields	High correlation
`AQ_TOTAL` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`OFF_STIMULANTS_AT_SCAN` is highly correlated with `Unnamed: 0` and 9 other fields	High correlation
`VINELAND_RECEPTIVE_V_SCALED` is highly correlated with `Unnamed: 0` and 21 other fields	High correlation
`VINELAND_EXPRESSIVE_V_SCALED` is highly correlated with `Unnamed: 0` and 21 other fields	High correlation
`VINELAND_WRITTEN_V_SCALED` is highly correlated with `DX_GROUP` and 12 other fields	High correlation
`VINELAND_COMMUNICATION_STANDARD` is highly correlated with `Unnamed: 0` and 22 other fields	High correlation
`VINELAND_PERSONAL_V_SCALED` is highly correlated with `DX_GROUP` and 12 other fields	High correlation
`VINELAND_DOMESTIC_V_SCALED` is highly correlated with `VINELAND_RECEPTIVE_V_SCALED` and 9 other fields	High correlation
`VINELAND_COMMUNITY_V_SCALED` is highly correlated with `Unnamed: 0` and 24 other fields	High correlation
`VINELAND_DAILYLVNG_STANDARD` is highly correlated with `DX_GROUP` and 17 other fields	High correlation
`VINELAND_INTERPERSONAL_V_SCALED` is highly correlated with `Unnamed: 0` and 20 other fields	High correlation
`VINELAND_PLAY_V_SCALED` is highly correlated with `Unnamed: 0` and 20 other fields	High correlation
`VINELAND_COPING_V_SCALED` is highly correlated with `Unnamed: 0` and 20 other fields	High correlation
`VINELAND_SOCIAL_STANDARD` is highly correlated with `Unnamed: 0` and 21 other fields	High correlation
`VINELAND_SUM_SCORES` is highly correlated with `Unnamed: 0` and 22 other fields	High correlation
`VINELAND_ABC_STANDARD` is highly correlated with `Unnamed: 0` and 23 other fields	High correlation
`VINELAND_INFORMANT` is highly correlated with `ADI_R_RSRCH_RELIABLE` and 1 other fields	High correlation
`WISC_IV_VCI` is highly correlated with `FIQ` and 5 other fields	High correlation
`WISC_IV_PRI` is highly correlated with `FIQ` and 5 other fields	High correlation
`WISC_IV_WMI` is highly correlated with `FIQ` and 4 other fields	High correlation
`WISC_IV_PSI` is highly correlated with `DX_GROUP` and 7 other fields	High correlation
`WISC_IV_SIM_SCALED` is highly correlated with `FIQ` and 3 other fields	High correlation
`WISC_IV_VOCAB_SCALED` is highly correlated with `FIQ` and 4 other fields	High correlation
`WISC_IV_INFO_SCALED` is highly correlated with `FIQ` and 6 other fields	High correlation
`WISC_IV_BLK_DSN_SCALED` is highly correlated with `WISC_IV_PRI`	High correlation
`WISC_IV_PIC_CON_SCALED` is highly correlated with `FIQ` and 7 other fields	High correlation
`WISC_IV_MATRIX_SCALED` is highly correlated with `FIQ` and 3 other fields	High correlation
`WISC_IV_DIGIT_SPAN_SCALED` is highly correlated with `FIQ` and 6 other fields	High correlation
`WISC_IV_LET_NUM_SCALED` is highly correlated with `FIQ` and 1 other fields	High correlation
`WISC_IV_CODING_SCALED` is highly correlated with `DX_GROUP` and 6 other fields	High correlation
`WISC_IV_SYM_SCALED` is highly correlated with `DX_GROUP` and 4 other fields	High correlation
`AGE_AT_MPRAGE` is highly correlated with `AGE_AT_SCAN` and 1 other fields	High correlation
`BMI` is highly correlated with `AGE_AT_SCAN`	High correlation
`anat_cnr` is highly correlated with `anat_snr`	High correlation
`anat_efc` is highly correlated with `anat_fber`	High correlation
`anat_fber` is highly correlated with `anat_efc`	High correlation
`anat_snr` is highly correlated with `anat_cnr`	High correlation
`func_efc` is highly correlated with `func_fber` and 1 other fields	High correlation
`func_fber` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 3 other fields	High correlation
`func_outlier` is highly correlated with `SRS_VERSION`	High correlation
`func_quality` is highly correlated with `func_num_fd` and 1 other fields	High correlation
`func_mean_fd` is highly correlated with `func_num_fd` and 1 other fields	High correlation
`func_num_fd` is highly correlated with `func_quality` and 2 other fields	High correlation
`func_perc_fd` is highly correlated with `func_quality` and 2 other fields	High correlation
`func_gsr` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 2 other fields	High correlation
`SUB_IN_SMP` is highly correlated with `SEX`	High correlation
`Unnamed: 0` is highly correlated with `Unnamed: 0.1` and 4 other fields	High correlation
`Unnamed: 0.1` is highly correlated with `Unnamed: 0` and 4 other fields	High correlation
`SUB_ID` is highly correlated with `Unnamed: 0` and 4 other fields	High correlation
`X` is highly correlated with `Unnamed: 0` and 4 other fields	High correlation
`subject` is highly correlated with `Unnamed: 0` and 4 other fields	High correlation
`DX_GROUP` is highly correlated with `DSM_IV_TR` and 19 other fields	High correlation
`DSM_IV_TR` is highly correlated with `DX_GROUP` and 15 other fields	High correlation
`AGE_AT_SCAN` is highly correlated with `ADOS_MODULE` and 2 other fields	High correlation
`SEX` is highly correlated with `SUB_IN_SMP`	High correlation
`FIQ` is highly correlated with `VIQ` and 11 other fields	High correlation
`VIQ` is highly correlated with `FIQ`	High correlation
`PIQ` is highly correlated with `FIQ`	High correlation
`ADI_R_SOCIAL_TOTAL_A` is highly correlated with `ADI_R_VERBAL_TOTAL_BV`	High correlation
`ADI_R_VERBAL_TOTAL_BV` is highly correlated with `ADI_R_SOCIAL_TOTAL_A`	High correlation
`ADI_R_RSRCH_RELIABLE` is highly correlated with `ADOS_RSRCH_RELIABLE` and 1 other fields	High correlation
`ADOS_MODULE` is highly correlated with `AGE_AT_SCAN` and 2 other fields	High correlation
`ADOS_TOTAL` is highly correlated with `ADOS_COMM` and 4 other fields	High correlation
`ADOS_COMM` is highly correlated with `ADOS_TOTAL` and 4 other fields	High correlation
`ADOS_SOCIAL` is highly correlated with `ADOS_TOTAL` and 4 other fields	High correlation
`ADOS_STEREO_BEHAV` is highly correlated with `ADOS_GOTHAM_RRB`	High correlation
`ADOS_RSRCH_RELIABLE` is highly correlated with `ADI_R_RSRCH_RELIABLE`	High correlation
`ADOS_GOTHAM_SOCAFFECT` is highly correlated with `ADOS_TOTAL` and 4 other fields	High correlation
`ADOS_GOTHAM_RRB` is highly correlated with `ADOS_STEREO_BEHAV` and 2 other fields	High correlation
`ADOS_GOTHAM_TOTAL` is highly correlated with `ADOS_TOTAL` and 5 other fields	High correlation
`ADOS_GOTHAM_SEVERITY` is highly correlated with `ADOS_TOTAL` and 5 other fields	High correlation
`SRS_VERSION` is highly correlated with `AGE_AT_SCAN` and 1 other fields	High correlation
`SRS_RAW_TOTAL` is highly correlated with `DX_GROUP` and 15 other fields	High correlation
`SRS_AWARENESS` is highly correlated with `DX_GROUP` and 7 other fields	High correlation
`SRS_COGNITION` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SRS_COMMUNICATION` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SRS_MOTIVATION` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SRS_MANNERISMS` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`SCQ_TOTAL` is highly correlated with `DX_GROUP` and 15 other fields	High correlation
`AQ_TOTAL` is highly correlated with `DX_GROUP` and 7 other fields	High correlation
`OFF_STIMULANTS_AT_SCAN` is highly correlated with `Unnamed: 0` and 9 other fields	High correlation
`VINELAND_RECEPTIVE_V_SCALED` is highly correlated with `DX_GROUP` and 8 other fields	High correlation
`VINELAND_EXPRESSIVE_V_SCALED` is highly correlated with `DX_GROUP` and 14 other fields	High correlation
`VINELAND_WRITTEN_V_SCALED` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 5 other fields	High correlation
`VINELAND_COMMUNICATION_STANDARD` is highly correlated with `DX_GROUP` and 12 other fields	High correlation
`VINELAND_PERSONAL_V_SCALED` is highly correlated with `VINELAND_COMMUNITY_V_SCALED` and 3 other fields	High correlation
`VINELAND_DOMESTIC_V_SCALED` is highly correlated with `VINELAND_DAILYLVNG_STANDARD` and 2 other fields	High correlation
`VINELAND_COMMUNITY_V_SCALED` is highly correlated with `DX_GROUP` and 15 other fields	High correlation
`VINELAND_DAILYLVNG_STANDARD` is highly correlated with `DX_GROUP` and 11 other fields	High correlation
`VINELAND_INTERPERSONAL_V_SCALED` is highly correlated with `DX_GROUP` and 13 other fields	High correlation
`VINELAND_PLAY_V_SCALED` is highly correlated with `DX_GROUP` and 10 other fields	High correlation
`VINELAND_COPING_V_SCALED` is highly correlated with `DX_GROUP` and 13 other fields	High correlation
`VINELAND_SOCIAL_STANDARD` is highly correlated with `DX_GROUP` and 13 other fields	High correlation
`VINELAND_SUM_SCORES` is highly correlated with `DX_GROUP` and 16 other fields	High correlation
`VINELAND_ABC_STANDARD` is highly correlated with `DX_GROUP` and 16 other fields	High correlation
`VINELAND_INFORMANT` is highly correlated with `ADI_R_RSRCH_RELIABLE` and 1 other fields	High correlation
`WISC_IV_VCI` is highly correlated with `FIQ` and 4 other fields	High correlation
`WISC_IV_PRI` is highly correlated with `FIQ` and 2 other fields	High correlation
`WISC_IV_WMI` is highly correlated with `FIQ` and 3 other fields	High correlation
`WISC_IV_PSI` is highly correlated with `FIQ` and 2 other fields	High correlation
`WISC_IV_SIM_SCALED` is highly correlated with `WISC_IV_VCI` and 1 other fields	High correlation
`WISC_IV_VOCAB_SCALED` is highly correlated with `FIQ` and 3 other fields	High correlation
`WISC_IV_INFO_SCALED` is highly correlated with `FIQ` and 3 other fields	High correlation
`WISC_IV_PIC_CON_SCALED` is highly correlated with `FIQ` and 3 other fields	High correlation
`WISC_IV_MATRIX_SCALED` is highly correlated with `FIQ` and 1 other fields	High correlation
`WISC_IV_DIGIT_SPAN_SCALED` is highly correlated with `WISC_IV_WMI`	High correlation
`WISC_IV_LET_NUM_SCALED` is highly correlated with `WISC_IV_WMI`	High correlation
`WISC_IV_CODING_SCALED` is highly correlated with `FIQ` and 3 other fields	High correlation
`WISC_IV_SYM_SCALED` is highly correlated with `FIQ` and 2 other fields	High correlation
`AGE_AT_MPRAGE` is highly correlated with `AGE_AT_SCAN` and 1 other fields	High correlation
`anat_cnr` is highly correlated with `anat_snr`	High correlation
`anat_efc` is highly correlated with `anat_fber`	High correlation
`anat_fber` is highly correlated with `anat_efc`	High correlation
`anat_snr` is highly correlated with `anat_cnr`	High correlation
`func_efc` is highly correlated with `func_fber`	High correlation
`func_fber` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 2 other fields	High correlation
`func_mean_fd` is highly correlated with `func_num_fd` and 1 other fields	High correlation
`func_num_fd` is highly correlated with `func_mean_fd` and 1 other fields	High correlation
`func_perc_fd` is highly correlated with `func_mean_fd` and 1 other fields	High correlation
`func_gsr` is highly correlated with `OFF_STIMULANTS_AT_SCAN`	High correlation
`SUB_IN_SMP` is highly correlated with `SEX`	High correlation
`OFF_STIMULANTS_AT_SCAN` is highly correlated with `AQ_TOTAL` and 26 other fields	High correlation
`AQ_TOTAL` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 16 other fields	High correlation
`VINELAND_EXPRESSIVE_V_SCALED` is highly correlated with `X` and 27 other fields	High correlation
`VINELAND_INFORMANT` is highly correlated with `SRS_VERSION` and 3 other fields	High correlation
`X` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 37 other fields	High correlation
`anat_efc` is highly correlated with `X` and 12 other fields	High correlation
`qc_anat_rater_3` is highly correlated with `WISC_IV_PIC_CON_SCALED` and 5 other fields	High correlation
`anat_qi1` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 20 other fields	High correlation
`BMI` is highly correlated with `AQ_TOTAL` and 15 other fields	High correlation
`SRS_AWARENESS` is highly correlated with `AQ_TOTAL` and 12 other fields	High correlation
`ADOS_TOTAL` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 21 other fields	High correlation
`SRS_COMMUNICATION` is highly correlated with `AQ_TOTAL` and 17 other fields	High correlation
`SCQ_TOTAL` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 28 other fields	High correlation
`VINELAND_SOCIAL_STANDARD` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 25 other fields	High correlation
`anat_cnr` is highly correlated with `X` and 14 other fields	High correlation
`WISC_IV_CODING_SCALED` is highly correlated with `WISC_IV_PIC_CON_SCALED` and 12 other fields	High correlation
`VINELAND_PERSONAL_V_SCALED` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 14 other fields	High correlation
`WISC_IV_PIC_CON_SCALED` is highly correlated with `qc_anat_rater_3` and 17 other fields	High correlation
`SRS_MANNERISMS` is highly correlated with `AQ_TOTAL` and 11 other fields	High correlation
`WISC_IV_WMI` is highly correlated with `qc_func_notes_rater_3` and 17 other fields	High correlation
`SUB_IN_SMP` is highly correlated with `qc_func_notes_rater_3` and 7 other fields	High correlation
`VINELAND_PLAY_V_SCALED` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 23 other fields	High correlation
`VINELAND_INTERPERSONAL_V_SCALED` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 19 other fields	High correlation
`ADOS_SOCIAL` is highly correlated with `ADOS_TOTAL` and 21 other fields	High correlation
`WISC_IV_SIM_SCALED` is highly correlated with `ADOS_TOTAL` and 11 other fields	High correlation
`qc_func_notes_rater_3` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 70 other fields	High correlation
`PIQ_TEST_TYPE` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 27 other fields	High correlation
`anat_snr` is highly correlated with `anat_efc`	High correlation
`SRS_MOTIVATION` is highly correlated with `AQ_TOTAL` and 17 other fields	High correlation
`WISC_IV_VCI` is highly correlated with `WISC_IV_PIC_CON_SCALED` and 19 other fields	High correlation
`ADOS_MODULE` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 21 other fields	High correlation
`anat_fwhm` is highly correlated with `X` and 23 other fields	High correlation
`WISC_IV_VOCAB_SCALED` is highly correlated with `anat_qi1` and 20 other fields	High correlation
`anat_fber` is highly correlated with `anat_cnr` and 2 other fields	High correlation
`SITE_ID` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 37 other fields	High correlation
`WISC_IV_BLK_DSN_SCALED` is highly correlated with `WISC_IV_CODING_SCALED` and 9 other fields	High correlation
`qc_anat_rater_2` is highly correlated with `X` and 13 other fields	High correlation
`func_mean_fd` is highly correlated with `BMI` and 15 other fields	High correlation
`func_num_fd` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 13 other fields	High correlation
`SEX` is highly correlated with `SUB_IN_SMP` and 2 other fields	High correlation
`SUB_ID` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 34 other fields	High correlation
`VINELAND_SUM_SCORES` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 22 other fields	High correlation
`WISC_IV_LET_NUM_SCALED` is highly correlated with `anat_efc` and 28 other fields	High correlation
`HANDEDNESS_SCORES` is highly correlated with `AQ_TOTAL` and 5 other fields	High correlation
`Unnamed: 0.1` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 37 other fields	High correlation
`ADOS_COMM` is highly correlated with `AQ_TOTAL` and 20 other fields	High correlation
`ADOS_GOTHAM_SOCAFFECT` is highly correlated with `ADOS_TOTAL` and 16 other fields	High correlation
`SRS_VERSION` is highly correlated with `VINELAND_INFORMANT` and 19 other fields	High correlation
`SRS_COGNITION` is highly correlated with `AQ_TOTAL` and 16 other fields	High correlation
`ADI_RRB_TOTAL_C` is highly correlated with `AQ_TOTAL` and 8 other fields	High correlation
`ADOS_GOTHAM_SEVERITY` is highly correlated with `ADOS_TOTAL` and 14 other fields	High correlation
`ADI_R_ONSET_TOTAL_D` is highly correlated with `WISC_IV_SIM_SCALED` and 5 other fields	High correlation
`qc_rater_1` is highly correlated with `qc_func_notes_rater_3` and 10 other fields	High correlation
`AGE_AT_MPRAGE` is highly correlated with `anat_qi1` and 10 other fields	High correlation
`qc_func_rater_3` is highly correlated with `qc_rater_1` and 3 other fields	High correlation
`WISC_IV_INFO_SCALED` is highly correlated with `WISC_IV_PIC_CON_SCALED` and 17 other fields	High correlation
`DSM_IV_TR` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 43 other fields	High correlation
`func_dvars` is highly correlated with `X` and 9 other fields	High correlation
`FIQ` is highly correlated with `WISC_IV_CODING_SCALED` and 15 other fields	High correlation
`CURRENT_MED_STATUS` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 9 other fields	High correlation
`ADOS_GOTHAM_TOTAL` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 20 other fields	High correlation
`func_gsr` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 18 other fields	High correlation
`VINELAND_COMMUNITY_V_SCALED` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 21 other fields	High correlation
`ADI_R_RSRCH_RELIABLE` is highly correlated with `VINELAND_INFORMANT` and 7 other fields	High correlation
`SRS_RAW_TOTAL` is highly correlated with `AQ_TOTAL` and 29 other fields	High correlation
`func_fber` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 18 other fields	High correlation
`qc_anat_notes_rater_2` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 34 other fields	High correlation
`ADOS_STEREO_BEHAV` is highly correlated with `ADOS_TOTAL` and 13 other fields	High correlation
`func_efc` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 29 other fields	High correlation
`WISC_IV_DIGIT_SPAN_SCALED` is highly correlated with `WISC_IV_CODING_SCALED` and 21 other fields	High correlation
`VIQ_TEST_TYPE` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 28 other fields	High correlation
`VIQ` is highly correlated with `SCQ_TOTAL` and 5 other fields	High correlation
`PIQ` is highly correlated with `FIQ` and 3 other fields	High correlation
`WISC_IV_SYM_SCALED` is highly correlated with `WISC_IV_PIC_CON_SCALED` and 25 other fields	High correlation
`qc_func_rater_2` is highly correlated with `X` and 14 other fields	High correlation
`VINELAND_RECEPTIVE_V_SCALED` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 16 other fields	High correlation
`qc_func_notes_rater_2` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 42 other fields	High correlation
`FIQ_TEST_TYPE` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 27 other fields	High correlation
`qc_anat_notes_rater_3` is highly correlated with `X` and 24 other fields	High correlation
`ADI_R_SOCIAL_TOTAL_A` is highly correlated with `AQ_TOTAL` and 9 other fields	High correlation
`VINELAND_COMMUNICATION_STANDARD` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 22 other fields	High correlation
`AGE_AT_SCAN` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 17 other fields	High correlation
`EYE_STATUS_AT_SCAN` is highly correlated with `X` and 15 other fields	High correlation
`subject` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 34 other fields	High correlation
`COMORBIDITY` is highly correlated with `AQ_TOTAL` and 58 other fields	High correlation
`VINELAND_ABC_STANDARD` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 21 other fields	High correlation
`qc_notes_rater_1` is highly correlated with `X` and 46 other fields	High correlation
`ADI_R_VERBAL_TOTAL_BV` is highly correlated with `AQ_TOTAL` and 16 other fields	High correlation
`WISC_IV_MATRIX_SCALED` is highly correlated with `ADOS_TOTAL` and 18 other fields	High correlation
`VINELAND_COPING_V_SCALED` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 19 other fields	High correlation
`func_quality` is highly correlated with `WISC_IV_WMI` and 13 other fields	High correlation
`WISC_IV_PRI` is highly correlated with `WISC_IV_CODING_SCALED` and 15 other fields	High correlation
`DX_GROUP` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 42 other fields	High correlation
`func_outlier` is highly correlated with `WISC_IV_WMI` and 7 other fields	High correlation
`VINELAND_WRITTEN_V_SCALED` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 17 other fields	High correlation
`ADOS_RSRCH_RELIABLE` is highly correlated with `X` and 15 other fields	High correlation
`func_fwhm` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 23 other fields	High correlation
`VINELAND_DOMESTIC_V_SCALED` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 16 other fields	High correlation
`func_perc_fd` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 14 other fields	High correlation
`WISC_IV_PSI` is highly correlated with `WISC_IV_CODING_SCALED` and 21 other fields	High correlation
`Unnamed: 0` is highly correlated with `OFF_STIMULANTS_AT_SCAN` and 37 other fields	High correlation
`HANDEDNESS_CATEGORY` is highly correlated with `SRS_MANNERISMS` and 2 other fields	High correlation
`ADOS_GOTHAM_RRB` is highly correlated with `X` and 23 other fields	High correlation
`VINELAND_DAILYLVNG_STANDARD` is highly correlated with `VINELAND_EXPRESSIVE_V_SCALED` and 22 other fields	High correlation
`DSM_IV_TR` has 72 (6.5%) missing values	Missing
`HANDEDNESS_CATEGORY` has 326 (29.3%) missing values	Missing
`HANDEDNESS_SCORES` has 748 (67.3%) missing values	Missing
`FIQ` has 72 (6.5%) missing values	Missing
`VIQ` has 195 (17.5%) missing values	Missing
`PIQ` has 181 (16.3%) missing values	Missing
`FIQ_TEST_TYPE` has 169 (15.2%) missing values	Missing
`VIQ_TEST_TYPE` has 278 (25.0%) missing values	Missing
`PIQ_TEST_TYPE` has 259 (23.3%) missing values	Missing
`ADI_R_SOCIAL_TOTAL_A` has 734 (66.0%) missing values	Missing
`ADI_R_VERBAL_TOTAL_BV` has 733 (65.9%) missing values	Missing
`ADI_RRB_TOTAL_C` has 734 (66.0%) missing values	Missing
`ADI_R_ONSET_TOTAL_D` has 815 (73.3%) missing values	Missing
`ADI_R_RSRCH_RELIABLE` has 721 (64.8%) missing values	Missing
`ADOS_MODULE` has 605 (54.4%) missing values	Missing
`ADOS_TOTAL` has 697 (62.7%) missing values	Missing
`ADOS_COMM` has 722 (64.9%) missing values	Missing
`ADOS_SOCIAL` has 721 (64.8%) missing values	Missing
`ADOS_STEREO_BEHAV` has 781 (70.2%) missing values	Missing
`ADOS_RSRCH_RELIABLE` has 736 (66.2%) missing values	Missing
`ADOS_GOTHAM_SOCAFFECT` has 847 (76.2%) missing values	Missing
`ADOS_GOTHAM_RRB` has 842 (75.7%) missing values	Missing
`ADOS_GOTHAM_TOTAL` has 839 (75.4%) missing values	Missing
`ADOS_GOTHAM_SEVERITY` has 839 (75.4%) missing values	Missing
`SRS_VERSION` has 881 (79.2%) missing values	Missing
`SRS_RAW_TOTAL` has 747 (67.2%) missing values	Missing
`SRS_AWARENESS` has 1048 (94.2%) missing values	Missing
`SRS_COGNITION` has 1048 (94.2%) missing values	Missing
`SRS_COMMUNICATION` has 1048 (94.2%) missing values	Missing
`SRS_MOTIVATION` has 1048 (94.2%) missing values	Missing
`SRS_MANNERISMS` has 1048 (94.2%) missing values	Missing
`SCQ_TOTAL` has 988 (88.8%) missing values	Missing
`AQ_TOTAL` has 1056 (95.0%) missing values	Missing
`COMORBIDITY` has 1041 (93.6%) missing values	Missing
`CURRENT_MED_STATUS` has 302 (27.2%) missing values	Missing
`MEDICATION_NAME` has 955 (85.9%) missing values	Missing
`OFF_STIMULANTS_AT_SCAN` has 1040 (93.5%) missing values	Missing
`VINELAND_RECEPTIVE_V_SCALED` has 1000 (89.9%) missing values	Missing
`VINELAND_EXPRESSIVE_V_SCALED` has 1000 (89.9%) missing values	Missing
`VINELAND_WRITTEN_V_SCALED` has 1000 (89.9%) missing values	Missing
`VINELAND_COMMUNICATION_STANDARD` has 1000 (89.9%) missing values	Missing
`VINELAND_PERSONAL_V_SCALED` has 1000 (89.9%) missing values	Missing
`VINELAND_DOMESTIC_V_SCALED` has 1000 (89.9%) missing values	Missing
`VINELAND_COMMUNITY_V_SCALED` has 1000 (89.9%) missing values	Missing
`VINELAND_DAILYLVNG_STANDARD` has 1000 (89.9%) missing values	Missing
`VINELAND_INTERPERSONAL_V_SCALED` has 1000 (89.9%) missing values	Missing
`VINELAND_PLAY_V_SCALED` has 1000 (89.9%) missing values	Missing
`VINELAND_COPING_V_SCALED` has 1000 (89.9%) missing values	Missing
`VINELAND_SOCIAL_STANDARD` has 1000 (89.9%) missing values	Missing
`VINELAND_SUM_SCORES` has 1000 (89.9%) missing values	Missing
`VINELAND_ABC_STANDARD` has 1000 (89.9%) missing values	Missing
`VINELAND_INFORMANT` has 1000 (89.9%) missing values	Missing
`WISC_IV_VCI` has 1057 (95.1%) missing values	Missing
`WISC_IV_PRI` has 1057 (95.1%) missing values	Missing
`WISC_IV_WMI` has 1057 (95.1%) missing values	Missing
`WISC_IV_PSI` has 1057 (95.1%) missing values	Missing
`WISC_IV_SIM_SCALED` has 1057 (95.1%) missing values	Missing
`WISC_IV_VOCAB_SCALED` has 1057 (95.1%) missing values	Missing
`WISC_IV_INFO_SCALED` has 1057 (95.1%) missing values	Missing
`WISC_IV_BLK_DSN_SCALED` has 1057 (95.1%) missing values	Missing
`WISC_IV_PIC_CON_SCALED` has 1057 (95.1%) missing values	Missing
`WISC_IV_MATRIX_SCALED` has 1057 (95.1%) missing values	Missing
`WISC_IV_DIGIT_SPAN_SCALED` has 1057 (95.1%) missing values	Missing
`WISC_IV_LET_NUM_SCALED` has 1057 (95.1%) missing values	Missing
`WISC_IV_CODING_SCALED` has 1057 (95.1%) missing values	Missing
`WISC_IV_SYM_SCALED` has 1057 (95.1%) missing values	Missing
`AGE_AT_MPRAGE` has 1012 (91.0%) missing values	Missing
`BMI` has 1018 (91.5%) missing values	Missing
`anat_cnr` has 13 (1.2%) missing values	Missing
`anat_efc` has 13 (1.2%) missing values	Missing
`anat_fber` has 13 (1.2%) missing values	Missing
`anat_fwhm` has 13 (1.2%) missing values	Missing
`anat_qi1` has 13 (1.2%) missing values	Missing
`anat_snr` has 13 (1.2%) missing values	Missing
`func_efc` has 13 (1.2%) missing values	Missing
`func_fber` has 13 (1.2%) missing values	Missing
`func_fwhm` has 13 (1.2%) missing values	Missing
`func_dvars` has 13 (1.2%) missing values	Missing
`func_outlier` has 13 (1.2%) missing values	Missing
`func_quality` has 13 (1.2%) missing values	Missing
`func_mean_fd` has 13 (1.2%) missing values	Missing
`func_num_fd` has 13 (1.2%) missing values	Missing
`func_perc_fd` has 13 (1.2%) missing values	Missing
`func_gsr` has 13 (1.2%) missing values	Missing
`qc_notes_rater_1` has 1073 (96.5%) missing values	Missing
`qc_anat_rater_2` has 12 (1.1%) missing values	Missing
`qc_anat_notes_rater_2` has 837 (75.3%) missing values	Missing
`qc_func_rater_2` has 12 (1.1%) missing values	Missing
`qc_func_notes_rater_2` has 853 (76.7%) missing values	Missing
`qc_anat_notes_rater_3` has 1004 (90.3%) missing values	Missing
`qc_func_notes_rater_3` has 1036 (93.2%) missing values	Missing
`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0.1` is uniformly distributed	Uniform
`X` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique
`Unnamed: 0.1` has unique values	Unique
`SUB_ID` has unique values	Unique
`X` has unique values	Unique
`subject` has unique values	Unique
`ADOS_TOTAL` has 13 (1.2%) zeros	Zeros
`ADOS_COMM` has 22 (2.0%) zeros	Zeros
`ADOS_SOCIAL` has 17 (1.5%) zeros	Zeros
`ADOS_STEREO_BEHAV` has 77 (6.9%) zeros	Zeros
`ADOS_GOTHAM_RRB` has 27 (2.4%) zeros	Zeros
`func_num_fd` has 157 (14.1%) zeros	Zeros
`func_perc_fd` has 157 (14.1%) zeros	Zeros

Reproduction

Analysis started	2021-06-01 22:42:12.191024
Analysis finished	2021-06-01 22:42:39.276382
Duration	27.09 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	1112
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	555.5

Minimum	0
Maximum	1111
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	55.55
Q1	277.75
median	555.5
Q3	833.25
95-th percentile	1055.45
Maximum	1111
Range	1111
Interquartile range (IQR)	555.5

Descriptive statistics

Standard deviation	321.1510548
Coefficient of variation (CV)	0.5781297116
Kurtosis	-1.2
Mean	555.5
Median Absolute Deviation (MAD)	278
Skewness	0
Sum	617716
Variance	103138
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	0.1%
739	1	0.1%
745	1	0.1%
744	1	0.1%
743	1	0.1%
742	1	0.1%
741	1	0.1%
740	1	0.1%
738	1	0.1%
730	1	0.1%
Other values (1102)	1102	99.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
1111	1	0.1%
1110	1	0.1%
1109	1	0.1%
1108	1	0.1%
1107	1	0.1%
1106	1	0.1%
1105	1	0.1%
1104	1	0.1%
1103	1	0.1%
1102	1	0.1%

Unnamed: 0.1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	1112
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	556.5

Minimum	1
Maximum	1112
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	56.55
Q1	278.75
median	556.5
Q3	834.25
95-th percentile	1056.45
Maximum	1112
Range	1111
Interquartile range (IQR)	555.5

Descriptive statistics

Standard deviation	321.1510548
Coefficient of variation (CV)	0.5770908442
Kurtosis	-1.2
Mean	556.5
Median Absolute Deviation (MAD)	278
Skewness	0
Sum	618828
Variance	103138
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
740	1	0.1%
746	1	0.1%
745	1	0.1%
744	1	0.1%
743	1	0.1%
742	1	0.1%
741	1	0.1%
739	1	0.1%
731	1	0.1%
Other values (1102)	1102	99.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
1112	1	0.1%
1111	1	0.1%
1110	1	0.1%
1109	1	0.1%
1108	1	0.1%
1107	1	0.1%
1106	1	0.1%
1105	1	0.1%
1104	1	0.1%
1103	1	0.1%

SUB_ID
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1112
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50752.68435

Minimum	50002
Maximum	51607
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	50002
5-th percentile	50059.55
Q1	50354.75
median	50724.5
Q3	51153.25
95-th percentile	51469.45
Maximum	51607
Range	1605
Interquartile range (IQR)	798.5

Descriptive statistics

Standard deviation	447.6806659
Coefficient of variation (CV)	0.008820827343
Kurtosis	-1.257421407
Mean	50752.68435
Median Absolute Deviation (MAD)	398
Skewness	0.06889714592
Sum	56436985
Variance	200417.9786
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51201	1	0.1%
50650	1	0.1%
50656	1	0.1%
50655	1	0.1%
50654	1	0.1%
50653	1	0.1%
50652	1	0.1%
50651	1	0.1%
50649	1	0.1%
50628	1	0.1%
Other values (1102)	1102	99.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
50002	1	0.1%
50003	1	0.1%
50004	1	0.1%
50005	1	0.1%
50006	1	0.1%
50007	1	0.1%
50008	1	0.1%
50009	1	0.1%
50010	1	0.1%
50011	1	0.1%

Value	Count	Frequency (%)
51607	1	0.1%
51606	1	0.1%
51585	1	0.1%
51584	1	0.1%
51583	1	0.1%
51582	1	0.1%
51581	1	0.1%
51580	1	0.1%
51579	1	0.1%
51578	1	0.1%

X
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	1112
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	556.5

Minimum	1
Maximum	1112
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	56.55
Q1	278.75
median	556.5
Q3	834.25
95-th percentile	1056.45
Maximum	1112
Range	1111
Interquartile range (IQR)	555.5

Descriptive statistics

Standard deviation	321.1510548
Coefficient of variation (CV)	0.5770908442
Kurtosis	-1.2
Mean	556.5
Median Absolute Deviation (MAD)	278
Skewness	0
Sum	618828
Variance	103138
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
740	1	0.1%
746	1	0.1%
745	1	0.1%
744	1	0.1%
743	1	0.1%
742	1	0.1%
741	1	0.1%
739	1	0.1%
731	1	0.1%
Other values (1102)	1102	99.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
1112	1	0.1%
1111	1	0.1%
1110	1	0.1%
1109	1	0.1%
1108	1	0.1%
1107	1	0.1%
1106	1	0.1%
1105	1	0.1%
1104	1	0.1%
1103	1	0.1%

subject
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	1112
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50752.68435

Minimum	50002
Maximum	51607
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	50002
5-th percentile	50059.55
Q1	50354.75
median	50724.5
Q3	51153.25
95-th percentile	51469.45
Maximum	51607
Range	1605
Interquartile range (IQR)	798.5

Descriptive statistics

Standard deviation	447.6806659
Coefficient of variation (CV)	0.008820827343
Kurtosis	-1.257421407
Mean	50752.68435
Median Absolute Deviation (MAD)	398
Skewness	0.06889714592
Sum	56436985
Variance	200417.9786
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
51201	1	0.1%
50650	1	0.1%
50656	1	0.1%
50655	1	0.1%
50654	1	0.1%
50653	1	0.1%
50652	1	0.1%
50651	1	0.1%
50649	1	0.1%
50628	1	0.1%
Other values (1102)	1102	99.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
50002	1	0.1%
50003	1	0.1%
50004	1	0.1%
50005	1	0.1%
50006	1	0.1%
50007	1	0.1%
50008	1	0.1%
50009	1	0.1%
50010	1	0.1%
50011	1	0.1%

Value	Count	Frequency (%)
51607	1	0.1%
51606	1	0.1%
51585	1	0.1%
51584	1	0.1%
51583	1	0.1%
51582	1	0.1%
51581	1	0.1%
51580	1	0.1%
51579	1	0.1%
51578	1	0.1%

SITE_ID
Categorical

HIGH CORRELATION

Distinct	20
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	67.0 KiB

NYU	184
UM_1	110
USM	101
UCLA_1	82
PITT	57
Other values (15)	578

Length

Max length	8
Median length	4
Mean length	4.601618705
Min length	3

Characters and Unicode

Total characters	5,117
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PITT
2nd row	PITT
3rd row	PITT
4th row	PITT
5th row	PITT

Common Values

Value	Count	Frequency (%)
NYU	184	16.5%
UM_1	110	9.9%
USM	101	9.1%
UCLA_1	82	7.4%
PITT	57	5.1%
MAX_MUN	57	5.1%
YALE	56	5.0%
KKI	55	4.9%
TRINITY	49	4.4%
STANFORD	40	3.6%
Other values (10)	321	28.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nyu	184	16.5%
um_1	110	9.9%
usm	101	9.1%
ucla_1	82	7.4%
pitt	57	5.1%
max_mun	57	5.1%
yale	56	5.0%
kki	55	4.9%
trinity	49	4.4%
stanford	40	3.6%
Other values (10)	321	28.9%

Most occurring characters

Value	Count	Frequency (%)
U	751	14.7%
N	430	8.4%
M	387	7.6%
_	375	7.3%
L	333	6.5%
A	300	5.9%
T	290	5.7%
Y	289	5.6%
S	271	5.3%
I	246	4.8%
Other values (14)	1445	28.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	4424	86.5%
Connector Punctuation	375	7.3%
Decimal Number	318	6.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
U	751	17.0%
N	430	9.7%
M	387	8.7%
L	333	7.5%
A	300	6.8%
T	290	6.6%
Y	289	6.5%
S	271	6.1%
I	246	5.6%
E	222	5.0%
Other values (11)	905	20.5%

Decimal Number

Value	Count	Frequency (%)
1	221	69.5%
2	97	30.5%

Connector Punctuation

Value	Count	Frequency (%)
_	375	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4424	86.5%
Common	693	13.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
U	751	17.0%
N	430	9.7%
M	387	8.7%
L	333	7.5%
A	300	6.8%
T	290	6.6%
Y	289	6.5%
S	271	6.1%
I	246	5.6%
E	222	5.0%
Other values (11)	905	20.5%

Common

Value	Count	Frequency (%)
_	375	54.1%
1	221	31.9%
2	97	14.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5117	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
U	751	14.7%
N	430	8.4%
M	387	7.6%
_	375	7.3%
L	333	6.5%
A	300	5.9%
T	290	5.7%
Y	289	5.6%
S	271	5.3%
I	246	4.8%
Other values (14)	1445	28.2%

FILE_ID
Categorical

HIGH CARDINALITY

Distinct	1036
Distinct (%)	93.2%
Missing	0
Missing (%)	0.0%
Memory size	75.7 KiB

no_filename	77
Trinity_0050260	1
NYU_0051075	1
Yale_0050575	1
OHSU_0050163	1
Other values (1031)	1031

Length

Max length	16
Median length	12
Mean length	12.6205036
Min length	11

Characters and Unicode

Total characters	14,034
Distinct characters	45
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1035 ?
Unique (%)	93.1%

Sample

1st row	no_filename
2nd row	Pitt_0050003
3rd row	Pitt_0050004
4th row	Pitt_0050005
5th row	Pitt_0050006

Common Values

Value	Count	Frequency (%)
no_filename	77	6.9%
Trinity_0050260	1	0.1%
NYU_0051075	1	0.1%
Yale_0050575	1	0.1%
OHSU_0050163	1	0.1%
Stanford_0051171	1	0.1%
KKI_0050773	1	0.1%
Yale_0050576	1	0.1%
SBL_0051579	1	0.1%
NYU_0050952	1	0.1%
Other values (1026)	1026	92.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
no_filename	77	6.9%
sbl_0051574	1	0.1%
leuven_2_0050745	1	0.1%
usm_0050483	1	0.1%
nyu_0051088	1	0.1%
sdsu_0050207	1	0.1%
caltech_0051461	1	0.1%
ucla_1_0051223	1	0.1%
yale_0050618	1	0.1%
stanford_0051163	1	0.1%
Other values (1026)	1026	92.3%

Most occurring characters

Value	Count	Frequency (%)
0	3065	21.8%
_	1492	10.6%
5	1338	9.5%
1	984	7.0%
U	573	4.1%
2	466	3.3%
n	389	2.8%
e	373	2.7%
3	349	2.5%
M	342	2.4%
Other values (35)	4663	33.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7546	53.8%
Lowercase Letter	2587	18.4%
Uppercase Letter	2409	17.2%
Connector Punctuation	1492	10.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	389	15.0%
e	373	14.4%
a	288	11.1%
i	261	10.1%
t	235	9.1%
l	204	7.9%
o	116	4.5%
f	116	4.5%
u	115	4.4%
r	86	3.3%
Other values (8)	404	15.6%

Uppercase Letter

Value	Count	Frequency (%)
U	573	23.8%
M	342	14.2%
S	238	9.9%
Y	231	9.6%
L	191	7.9%
N	175	7.3%
C	162	6.7%
A	98	4.1%
K	96	4.0%
O	60	2.5%
Other values (6)	243	10.1%

Decimal Number

Value	Count	Frequency (%)
0	3065	40.6%
5	1338	17.7%
1	984	13.0%
2	466	6.2%
3	349	4.6%
4	303	4.0%
6	303	4.0%
7	280	3.7%
9	239	3.2%
8	219	2.9%

Connector Punctuation

Value	Count	Frequency (%)
_	1492	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9038	64.4%
Latin	4996	35.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
U	573	11.5%
n	389	7.8%
e	373	7.5%
M	342	6.8%
a	288	5.8%
i	261	5.2%
S	238	4.8%
t	235	4.7%
Y	231	4.6%
l	204	4.1%
Other values (24)	1862	37.3%

Common

Value	Count	Frequency (%)
0	3065	33.9%
_	1492	16.5%
5	1338	14.8%
1	984	10.9%
2	466	5.2%
3	349	3.9%
4	303	3.4%
6	303	3.4%
7	280	3.1%
9	239	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14034	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3065	21.8%
_	1492	10.6%
5	1338	9.5%
1	984	7.0%
U	573	4.1%
2	466	3.3%
n	389	2.8%
e	373	2.7%
3	349	2.5%
M	342	2.4%
Other values (35)	4663	33.2%

DX_GROUP
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	63.1 KiB

2	573
1	539

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1,112
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
2	573	51.5%
1	539	48.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
2	573	51.5%
1	539	48.5%

Most occurring characters

Value	Count	Frequency (%)
2	573	51.5%
1	539	48.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1112	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	573	51.5%
1	539	48.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	1112	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	573	51.5%
1	539	48.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	573	51.5%
1	539	48.5%

DSM_IV_TR
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	0.5%
Missing	72
Missing (%)	6.5%
Memory size	63.9 KiB

0.0	558
1.0	347
2.0	93
3.0	36
4.0	6

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	3,120
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	558	50.2%
1.0	347	31.2%
2.0	93	8.4%
3.0	36	3.2%
4.0	6	0.5%
(Missing)	72	6.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	558	53.7%
1.0	347	33.4%
2.0	93	8.9%
3.0	36	3.5%
4.0	6	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	1598	51.2%
.	1040	33.3%
1	347	11.1%
2	93	3.0%
3	36	1.2%
4	6	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2080	66.7%
Other Punctuation	1040	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1598	76.8%
1	347	16.7%
2	93	4.5%
3	36	1.7%
4	6	0.3%

Other Punctuation

Value	Count	Frequency (%)
.	1040	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3120	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1598	51.2%
.	1040	33.3%
1	347	11.1%
2	93	3.0%
3	36	1.2%
4	6	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3120	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1598	51.2%
.	1040	33.3%
1	347	11.1%
2	93	3.0%
3	36	1.2%
4	6	0.2%

AGE_AT_SCAN
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	709
Distinct (%)	63.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.04886421

Minimum	6.47
Maximum	64
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	6.47
5-th percentile	8.58022
Q1	11.658575
median	14.66
Q3	20.085
95-th percentile	33
Maximum	64
Range	57.53
Interquartile range (IQR)	8.426425

Descriptive statistics

Standard deviation	8.036418919
Coefficient of variation (CV)	0.471375619
Kurtosis	4.002708979
Mean	17.04886421
Median Absolute Deviation (MAD)	3.66
Skewness	1.755810429
Sum	18958.337
Variance	64.58402905
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
21	13	1.2%
22	12	1.1%
14.2	11	1.0%
11	11	1.0%
27	10	0.9%
19	9	0.8%
14	9	0.8%
20	9	0.8%
23	8	0.7%
31	8	0.7%
Other values (699)	1012	91.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.47	1	0.1%
7	3	0.3%
7.13	1	0.1%
7.15	2	0.2%
7.19	1	0.1%
7.228	1	0.1%
7.25	1	0.1%
7.26	1	0.1%
7.29	2	0.2%
7.5284	1	0.1%

Value	Count	Frequency (%)
64	1	0.1%
58	1	0.1%
56.2	1	0.1%
55.4	1	0.1%
52	1	0.1%
50.2231	1	0.1%
49	1	0.1%
48	1	0.1%
46	2	0.2%
45.1	1	0.1%

SEX
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	63.1 KiB

1	948
2	164

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1,112
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	2
5th row	1

Common Values

Value	Count	Frequency (%)
1	948	85.3%
2	164	14.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	948	85.3%
2	164	14.7%

Most occurring characters

Value	Count	Frequency (%)
1	948	85.3%
2	164	14.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1112	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	948	85.3%
2	164	14.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	1112	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	948	85.3%
2	164	14.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	948	85.3%
2	164	14.7%

HANDEDNESS_CATEGORY
Categorical

HIGH CORRELATION
MISSING

Distinct	5
Distinct (%)	0.6%
Missing	326
Missing (%)	29.3%
Memory size	54.9 KiB

R	693
L	71
Ambi	15
Mixed	6
L->R	1

Length

Max length	5
Median length	1
Mean length	1.091603053
Min length	1

Characters and Unicode

Total characters	858
Distinct characters	12
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	Ambi
2nd row	R
3rd row	R
4th row	R
5th row	L

Common Values

Value	Count	Frequency (%)
R	693	62.3%
L	71	6.4%
Ambi	15	1.3%
Mixed	6	0.5%
L->R	1	0.1%
(Missing)	326	29.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
r	693	88.2%
l	71	9.0%
ambi	15	1.9%
mixed	6	0.8%
l->r	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
R	694	80.9%
L	72	8.4%
i	21	2.4%
A	15	1.7%
m	15	1.7%
b	15	1.7%
M	6	0.7%
x	6	0.7%
e	6	0.7%
d	6	0.7%
Other values (2)	2	0.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	787	91.7%
Lowercase Letter	69	8.0%
Dash Punctuation	1	0.1%
Math Symbol	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	21	30.4%
m	15	21.7%
b	15	21.7%
x	6	8.7%
e	6	8.7%
d	6	8.7%

Uppercase Letter

Value	Count	Frequency (%)
R	694	88.2%
L	72	9.1%
A	15	1.9%
M	6	0.8%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Math Symbol

Value	Count	Frequency (%)
>	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	856	99.8%
Common	2	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
R	694	81.1%
L	72	8.4%
i	21	2.5%
A	15	1.8%
m	15	1.8%
b	15	1.8%
M	6	0.7%
x	6	0.7%
e	6	0.7%
d	6	0.7%

Common

Value	Count	Frequency (%)
-	1	50.0%
>	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	858	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
R	694	80.9%
L	72	8.4%
i	21	2.4%
A	15	1.7%
m	15	1.7%
b	15	1.7%
M	6	0.7%
x	6	0.7%
e	6	0.7%
d	6	0.7%
Other values (2)	2	0.2%

HANDEDNESS_SCORES
Real number (ℝ)

HIGH CORRELATION
MISSING

Distinct	105
Distinct (%)	28.8%
Missing	748
Missing (%)	67.3%
Infinite	0
Infinite (%)	0.0%
Mean	60.56722527

Minimum	-100
Maximum	100
Zeros	1
Zeros (%)	0.1%
Negative	37
Negative (%)	3.3%
Memory size	8.8 KiB

Quantile statistics

Minimum	-100
5-th percentile	-65.6695
Q1	52.75
median	75
Q3	91
95-th percentile	100
Maximum	100
Range	200
Interquartile range (IQR)	38.25

Descriptive statistics

Standard deviation	47.4958111
Coefficient of variation (CV)	0.7841833745
Kurtosis	3.15427408
Mean	60.56722527
Median Absolute Deviation (MAD)	20.5
Skewness	-1.893137481
Sum	22046.47
Variance	2255.852072
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	79	7.1%
80	17	1.5%
91	12	1.1%
90	12	1.1%
75	11	1.0%
81	10	0.9%
83	10	0.9%
93.33	8	0.7%
73.33	8	0.7%
60	8	0.7%
Other values (95)	189	17.0%
(Missing)	748	67.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-100	5	0.4%
-93.33	2	0.2%
-91	1	0.1%
-90	1	0.1%
-89	2	0.2%
-86.67	1	0.1%
-83	1	0.1%
-81	1	0.1%
-80	1	0.1%
-77	1	0.1%

Value	Count	Frequency (%)
100	79	7.1%
95	1	0.1%
94	1	0.1%
93.33	8	0.7%
91	12	1.1%
90	12	1.1%
89	2	0.2%
88	1	0.1%
86.67	5	0.4%
86	3	0.3%

FIQ
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	123
Distinct (%)	11.8%
Missing	72
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	108.3809615

Minimum	41
Maximum	148
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	41
5-th percentile	81
Q1	99
median	109
Q3	119
95-th percentile	132
Maximum	148
Range	107
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	15.07206248
Coefficient of variation (CV)	0.1390655911
Kurtosis	0.108408166
Mean	108.3809615
Median Absolute Deviation (MAD)	10
Skewness	-0.2373980777
Sum	112716.2
Variance	227.1670674
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	39	3.5%
109	32	2.9%
113	31	2.8%
112	30	2.7%
108	28	2.5%
114	26	2.3%
118	26	2.3%
107	25	2.2%
110	25	2.2%
104	25	2.2%
Other values (113)	753	67.7%
(Missing)	72	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
41	1	0.1%
61	1	0.1%
64	1	0.1%
65	1	0.1%
69	1	0.1%
69.6	1	0.1%
71	1	0.1%
72	2	0.2%
73	3	0.3%
75	2	0.2%

Value	Count	Frequency (%)
148	3	0.3%
147.5	1	0.1%
146.5	1	0.1%
146	1	0.1%
144	1	0.1%
142	3	0.3%
141	3	0.3%
140	1	0.1%
139	3	0.3%
138	2	0.2%

VIQ
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	87
Distinct (%)	9.5%
Missing	195
Missing (%)	17.5%
Infinite	0
Infinite (%)	0.0%
Mean	107.8124318

Minimum	42
Maximum	180
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	42
5-th percentile	81
Q1	98
median	108
Q3	119
95-th percentile	132
Maximum	180
Range	138
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	16.24430496
Coefficient of variation (CV)	0.1506719093
Kurtosis	0.5659413978
Mean	107.8124318
Median Absolute Deviation (MAD)	11
Skewness	-0.2314437166
Sum	98864
Variance	263.8774435
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
108	35	3.1%
109	35	3.1%
119	31	2.8%
106	30	2.7%
98	29	2.6%
99	27	2.4%
113	25	2.2%
115	24	2.2%
118	24	2.2%
121	22	2.0%
Other values (77)	635	57.1%
(Missing)	195	17.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
42	1	0.1%
50	1	0.1%
55	2	0.2%
57	1	0.1%
59	1	0.1%
62	1	0.1%
66	1	0.1%
67	2	0.2%
69	2	0.2%
70	2	0.2%

Value	Count	Frequency (%)
180	1	0.1%
149	1	0.1%
147	2	0.2%
145	1	0.1%
144	1	0.1%
143	3	0.3%
141	3	0.3%
140	3	0.3%
139	4	0.4%
138	2	0.2%

PIQ
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	83
Distinct (%)	8.9%
Missing	181
Missing (%)	16.3%
Infinite	0
Infinite (%)	0.0%
Mean	106.6251343

Minimum	37
Maximum	157
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	37
5-th percentile	81
Q1	97
median	107
Q3	117
95-th percentile	129
Maximum	157
Range	120
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	15.33953259
Coefficient of variation (CV)	0.1438641339
Kurtosis	0.4617708415
Mean	106.6251343
Median Absolute Deviation (MAD)	10
Skewness	-0.1955677098
Sum	99268
Variance	235.3012601
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
106	48	4.3%
103	39	3.5%
119	39	3.5%
109	37	3.3%
99	32	2.9%
115	30	2.7%
111	28	2.5%
110	26	2.3%
120	26	2.3%
117	25	2.2%
Other values (73)	601	54.0%
(Missing)	181	16.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
37	1	0.1%
59	1	0.1%
60	1	0.1%
63	1	0.1%
64	1	0.1%
66	1	0.1%
67	3	0.3%
70	1	0.1%
72	5	0.4%
73	2	0.2%

Value	Count	Frequency (%)
157	1	0.1%
155	2	0.2%
149	2	0.2%
148	1	0.1%
147	1	0.1%
146	1	0.1%
145	2	0.2%
140	2	0.2%
139	1	0.1%
138	1	0.1%

FIQ_TEST_TYPE
Categorical

HIGH CORRELATION
MISSING

Distinct	12
Distinct (%)	1.3%
Missing	169
Missing (%)	15.2%
Memory size	63.8 KiB

WASI	551
WISC_IV_FULL	103
WAIS_III	63
DAS_II_SA	56
WST	41
Other values (7)	129

Length

Max length	18
Median length	4
Mean length	6.377518558
Min length	3

Characters and Unicode

Total characters	6,014
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	WASI
2nd row	WASI
3rd row	WASI
4th row	WASI
5th row	WASI

Common Values

Value	Count	Frequency (%)
WASI	551	49.6%
WISC_IV_FULL	103	9.3%
WAIS_III	63	5.7%
DAS_II_SA	56	5.0%
WST	41	3.7%
WISC_III_DUTCH	35	3.1%
WISC_IV_4_SUBTESTS	33	3.0%
WISC	28	2.5%
WISC_III	15	1.3%
HAWIK_IV	14	1.3%
Other values (2)	4	0.4%
(Missing)	169	15.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
wasi	551	58.4%
wisc_iv_full	103	10.9%
wais_iii	63	6.7%
das_ii_sa	56	5.9%
wst	41	4.3%
wisc_iii_dutch	35	3.7%
wisc_iv_4_subtests	33	3.5%
wisc	28	3.0%
wisc_iii	15	1.6%
hawik_iv	14	1.5%
Other values (2)	4	0.4%

Most occurring characters

Value	Count	Frequency (%)
I	1447	24.1%
S	1083	18.0%
W	886	14.7%
A	743	12.4%
_	579	9.6%
C	249	4.1%
L	206	3.4%
U	171	2.8%
V	150	2.5%
T	143	2.4%
Other values (8)	357	5.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	5402	89.8%
Connector Punctuation	579	9.6%
Decimal Number	33	0.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	1447	26.8%
S	1083	20.0%
W	886	16.4%
A	743	13.8%
C	249	4.6%
L	206	3.8%
U	171	3.2%
V	150	2.8%
T	143	2.6%
F	103	1.9%
Other values (6)	221	4.1%

Connector Punctuation

Value	Count	Frequency (%)
_	579	100.0%

Decimal Number

Value	Count	Frequency (%)
4	33	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5402	89.8%
Common	612	10.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	1447	26.8%
S	1083	20.0%
W	886	16.4%
A	743	13.8%
C	249	4.6%
L	206	3.8%
U	171	3.2%
V	150	2.8%
T	143	2.6%
F	103	1.9%
Other values (6)	221	4.1%

Common

Value	Count	Frequency (%)
_	579	94.6%
4	33	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6014	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	1447	24.1%
S	1083	18.0%
W	886	14.7%
A	743	12.4%
_	579	9.6%
C	249	4.1%
L	206	3.4%
U	171	2.8%
V	150	2.5%
T	143	2.4%
Other values (8)	357	5.9%

VIQ_TEST_TYPE
Categorical

HIGH CORRELATION
MISSING

Distinct	12
Distinct (%)	1.4%
Missing	278
Missing (%)	25.0%
Memory size	59.4 KiB

WASI	513
PPVT	118
DAS_II_SA	69
WISC_IV_FULL	47
WAIS_III	43
Other values (7)	44

Length

Max length	12
Median length	4
Mean length	5.071942446
Min length	3

Characters and Unicode

Total characters	4,230
Distinct characters	24
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.4%

Sample

1st row	WASI
2nd row	WASI
3rd row	WASI
4th row	WASI
5th row	WASI

Common Values

Value	Count	Frequency (%)
WASI	513	46.1%
PPVT	118	10.6%
DAS_II_SA	69	6.2%
WISC_IV_FULL	47	4.2%
WAIS_III	43	3.9%
WISC	28	2.5%
GIT	8	0.7%
WAIS	3	0.3%
ppvt	2	0.2%
WISC_III	1	0.1%
Other values (2)	2	0.2%
(Missing)	278	25.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
wasi	513	61.5%
ppvt	120	14.4%
das_ii_sa	69	8.3%
wisc_iv_full	47	5.6%
wais_iii	43	5.2%
wisc	28	3.4%
git	8	1.0%
wais	3	0.4%
wisc4	1	0.1%
wisc_iii	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
I	961	22.7%
S	775	18.3%
A	697	16.5%
W	636	15.0%
_	276	6.5%
P	236	5.6%
V	165	3.9%
T	126	3.0%
L	94	2.2%
C	77	1.8%
Other values (14)	187	4.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3938	93.1%
Connector Punctuation	276	6.5%
Lowercase Letter	15	0.4%
Decimal Number	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	961	24.4%
S	775	19.7%
A	697	17.7%
W	636	16.2%
P	236	6.0%
V	165	4.2%
T	126	3.2%
L	94	2.4%
C	77	2.0%
D	69	1.8%
Other values (3)	102	2.6%

Lowercase Letter

Value	Count	Frequency (%)
p	4	26.7%
t	3	20.0%
v	2	13.3%
a	1	6.7%
n	1	6.7%
f	1	6.7%
o	1	6.7%
r	1	6.7%
d	1	6.7%

Connector Punctuation

Value	Count	Frequency (%)
_	276	100.0%

Decimal Number

Value	Count	Frequency (%)
4	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3953	93.5%
Common	277	6.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	961	24.3%
S	775	19.6%
A	697	17.6%
W	636	16.1%
P	236	6.0%
V	165	4.2%
T	126	3.2%
L	94	2.4%
C	77	1.9%
D	69	1.7%
Other values (12)	117	3.0%

Common

Value	Count	Frequency (%)
_	276	99.6%
4	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4230	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	961	22.7%
S	775	18.3%
A	697	16.5%
W	636	15.0%
_	276	6.5%
P	236	5.6%
V	165	3.9%
T	126	3.0%
L	94	2.2%
C	77	1.8%
Other values (14)	187	4.4%

PIQ_TEST_TYPE
Categorical

HIGH CORRELATION
MISSING

Distinct	13
Distinct (%)	1.5%
Missing	259
Missing (%)	23.3%
Memory size	60.2 KiB

WASI	513
Ravens	114
DAS_II_SA	70
WISC_IV_FULL	47
WAIS_III	43
Other values (8)	66

Length

Max length	12
Median length	4
Mean length	5.377491208
Min length	3

Characters and Unicode

Total characters	4,587
Distinct characters	27
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.4%

Sample

1st row	WASI
2nd row	WASI
3rd row	WASI
4th row	WASI
5th row	WASI

Common Values

Value	Count	Frequency (%)
WASI	513	46.1%
Ravens	114	10.3%
DAS_II_SA	70	6.3%
WISC_IV_FULL	47	4.2%
WAIS_III	43	3.9%
WISC	28	2.5%
RAVENS	22	2.0%
GIT	8	0.7%
WAIS	3	0.3%
ravens	2	0.2%
Other values (3)	3	0.3%
(Missing)	259	23.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
wasi	513	60.1%
ravens	138	16.2%
das_ii_sa	70	8.2%
wisc_iv_full	47	5.5%
wais_iii	43	5.0%
wisc	28	3.3%
git	8	0.9%
wais	3	0.4%
wisc4	1	0.1%
wisc_iii	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
I	963	21.0%
S	799	17.4%
A	721	15.7%
W	636	13.9%
_	278	6.1%
R	136	3.0%
a	117	2.6%
n	117	2.6%
v	116	2.5%
e	116	2.5%
Other values (17)	588	12.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3719	81.1%
Lowercase Letter	589	12.8%
Connector Punctuation	278	6.1%
Decimal Number	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	963	25.9%
S	799	21.5%
A	721	19.4%
W	636	17.1%
R	136	3.7%
L	94	2.5%
C	77	2.1%
D	70	1.9%
V	69	1.9%
F	47	1.3%
Other values (5)	107	2.9%

Lowercase Letter

Value	Count	Frequency (%)
a	117	19.9%
n	117	19.9%
v	116	19.7%
e	116	19.7%
s	116	19.7%
r	3	0.5%
t	1	0.2%
f	1	0.2%
o	1	0.2%
d	1	0.2%

Connector Punctuation

Value	Count	Frequency (%)
_	278	100.0%

Decimal Number

Value	Count	Frequency (%)
4	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4308	93.9%
Common	279	6.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	963	22.4%
S	799	18.5%
A	721	16.7%
W	636	14.8%
R	136	3.2%
a	117	2.7%
n	117	2.7%
v	116	2.7%
e	116	2.7%
s	116	2.7%
Other values (15)	471	10.9%

Common

Value	Count	Frequency (%)
_	278	99.6%
4	1	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4587	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	963	21.0%
S	799	17.4%
A	721	15.7%
W	636	13.9%
_	278	6.1%
R	136	3.0%
a	117	2.6%
n	117	2.6%
v	116	2.5%
e	116	2.5%
Other values (17)	588	12.8%

ADI_R_SOCIAL_TOTAL_A
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	26
Distinct (%)	6.9%
Missing	734
Missing (%)	66.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.76719577

Minimum	2
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	2
5-th percentile	10
Q1	16
median	20
Q3	24
95-th percentile	27
Maximum	30
Range	28
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	5.527244609
Coefficient of variation (CV)	0.2796170319
Kurtosis	-0.4380435318
Mean	19.76719577
Median Absolute Deviation (MAD)	4
Skewness	-0.4554920396
Sum	7472
Variance	30.55043296
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
18	30	2.7%
23	29	2.6%
22	27	2.4%
21	26	2.3%
20	24	2.2%
25	23	2.1%
27	23	2.1%
26	23	2.1%
24	20	1.8%
19	19	1.7%
Other values (16)	134	12.1%
(Missing)	734	66.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	0.1%
4	1	0.1%
7	2	0.2%
8	5	0.4%
9	6	0.5%
10	14	1.3%
11	10	0.9%
12	7	0.6%
13	13	1.2%
14	13	1.2%

Value	Count	Frequency (%)
30	4	0.4%
29	4	0.4%
28	9	0.8%
27	23	2.1%
26	23	2.1%
25	23	2.1%
24	20	1.8%
23	29	2.6%
22	27	2.4%
21	26	2.3%

ADI_R_VERBAL_TOTAL_BV
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	23
Distinct (%)	6.1%
Missing	733
Missing (%)	65.9%
Infinite	0
Infinite (%)	0.0%
Mean	15.79155673

Minimum	0
Maximum	26
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	8
Q1	12
median	16
Q3	19
95-th percentile	23
Maximum	26
Range	26
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	4.63382234
Coefficient of variation (CV)	0.2934367029
Kurtosis	-0.2632844476
Mean	15.79155673
Median Absolute Deviation (MAD)	4
Skewness	-0.2883039906
Sum	5985
Variance	21.47230947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
15	30	2.7%
17	30	2.7%
16	29	2.6%
18	29	2.6%
20	28	2.5%
19	28	2.5%
12	25	2.2%
13	24	2.2%
11	23	2.1%
14	19	1.7%
Other values (13)	114	10.3%
(Missing)	733	65.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.1%
2	2	0.2%
4	2	0.2%
6	3	0.3%
8	13	1.2%
9	15	1.3%
10	16	1.4%
11	23	2.1%
12	25	2.2%
13	24	2.2%

Value	Count	Frequency (%)
26	1	0.1%
25	3	0.3%
24	7	0.6%
23	14	1.3%
22	19	1.7%
21	18	1.6%
20	28	2.5%
19	28	2.5%
18	29	2.6%
17	30	2.7%

ADI_RRB_TOTAL_C
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	14
Distinct (%)	3.7%
Missing	734
Missing (%)	66.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.084656085

Minimum	0
Maximum	13
Zeros	3
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	4
median	6
Q3	8
95-th percentile	10
Maximum	13
Range	13
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.577854579
Coefficient of variation (CV)	0.4236647961
Kurtosis	-0.3492966471
Mean	6.084656085
Median Absolute Deviation (MAD)	2
Skewness	0.1973047236
Sum	2300
Variance	6.645334232
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
6	72	6.5%
5	54	4.9%
8	45	4.0%
3	44	4.0%
7	37	3.3%
4	34	3.1%
10	27	2.4%
9	24	2.2%
2	15	1.3%
12	10	0.9%
Other values (4)	16	1.4%
(Missing)	734	66.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3	0.3%
1	7	0.6%
2	15	1.3%
3	44	4.0%
4	34	3.1%
5	54	4.9%
6	72	6.5%
7	37	3.3%
8	45	4.0%
9	24	2.2%

Value	Count	Frequency (%)
13	1	0.1%
12	10	0.9%
11	5	0.4%
10	27	2.4%
9	24	2.2%
8	45	4.0%
7	37	3.3%
6	72	6.5%
5	54	4.9%
4	34	3.1%

ADI_R_ONSET_TOTAL_D
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	6
Distinct (%)	2.0%
Missing	815
Missing (%)	73.3%
Infinite	0
Infinite (%)	0.0%
Mean	3.218855219

Minimum	0
Maximum	5
Zeros	6
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.261132067
Coefficient of variation (CV)	0.3917952133
Kurtosis	-0.3414035984
Mean	3.218855219
Median Absolute Deviation (MAD)	1
Skewness	-0.2869333453
Sum	956
Variance	1.59045409
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	121	10.9%
5	62	5.6%
4	46	4.1%
2	37	3.3%
1	25	2.2%
0	6	0.5%
(Missing)	815	73.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6	0.5%
1	25	2.2%
2	37	3.3%
3	121	10.9%
4	46	4.1%
5	62	5.6%

Value	Count	Frequency (%)
5	62	5.6%
4	46	4.1%
3	121	10.9%
2	37	3.3%
1	25	2.2%
0	6	0.5%

ADI_R_RSRCH_RELIABLE
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.5%
Missing	721
Missing (%)	64.8%
Memory size	51.2 KiB

1.0	356
0.0	35

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1,173
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	356	32.0%
0.0	35	3.1%
(Missing)	721	64.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	356	91.0%
0.0	35	9.0%

Most occurring characters

Value	Count	Frequency (%)
0	426	36.3%
.	391	33.3%
1	356	30.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	782	66.7%
Other Punctuation	391	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	426	54.5%
1	356	45.5%

Other Punctuation

Value	Count	Frequency (%)
.	391	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1173	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	426	36.3%
.	391	33.3%
1	356	30.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1173	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	426	36.3%
.	391	33.3%
1	356	30.3%

ADOS_MODULE
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	0.6%
Missing	605
Missing (%)	54.4%
Memory size	53.5 KiB

3.0	322
4.0	179
2.0	6

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1,521
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4.0
2nd row	4.0
3rd row	4.0
4th row	4.0
5th row	4.0

Common Values

Value	Count	Frequency (%)
3.0	322	29.0%
4.0	179	16.1%
2.0	6	0.5%
(Missing)	605	54.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
3.0	322	63.5%
4.0	179	35.3%
2.0	6	1.2%

Most occurring characters

Value	Count	Frequency (%)
.	507	33.3%
0	507	33.3%
3	322	21.2%
4	179	11.8%
2	6	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1014	66.7%
Other Punctuation	507	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	507	50.0%
3	322	31.8%
4	179	17.7%
2	6	0.6%

Other Punctuation

Value	Count	Frequency (%)
.	507	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1521	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	507	33.3%
0	507	33.3%
3	322	21.2%
4	179	11.8%
2	6	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1521	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	507	33.3%
0	507	33.3%
3	322	21.2%
4	179	11.8%
2	6	0.4%

ADOS_TOTAL
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	23
Distinct (%)	5.5%
Missing	697
Missing (%)	62.7%
Infinite	0
Infinite (%)	0.0%
Mean	11.0626506

Minimum	0
Maximum	22
Zeros	13
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	8
median	11
Q3	14
95-th percentile	18.3
Maximum	22
Range	22
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.63820802
Coefficient of variation (CV)	0.4192673335
Kurtosis	0.006941407999
Mean	11.0626506
Median Absolute Deviation (MAD)	3
Skewness	-0.313157576
Sum	4591
Variance	21.51297363
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
10	42	3.8%
12	40	3.6%
14	38	3.4%
9	35	3.1%
8	32	2.9%
13	30	2.7%
11	29	2.6%
7	28	2.5%
15	21	1.9%
17	19	1.7%
Other values (13)	101	9.1%
(Missing)	697	62.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13	1.2%
1	7	0.6%
2	8	0.7%
3	2	0.2%
4	8	0.7%
5	6	0.5%
6	6	0.5%
7	28	2.5%
8	32	2.9%
9	35	3.1%

Value	Count	Frequency (%)
22	1	0.1%
21	4	0.4%
20	6	0.5%
19	10	0.9%
18	11	1.0%
17	19	1.7%
16	19	1.7%
15	21	1.9%
14	38	3.4%
13	30	2.7%

ADOS_COMM
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	9
Distinct (%)	2.3%
Missing	722
Missing (%)	64.9%
Infinite	0
Infinite (%)	0.0%
Mean	3.553846154

Minimum	0
Maximum	8
Zeros	22
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	5
95-th percentile	6
Maximum	8
Range	8
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.75077598
Coefficient of variation (CV)	0.4926425917
Kurtosis	-0.4113198674
Mean	3.553846154
Median Absolute Deviation (MAD)	1
Skewness	-0.07291004089
Sum	1386
Variance	3.065216532
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
3	81	7.3%
5	79	7.1%
4	75	6.7%
2	61	5.5%
6	31	2.8%
1	25	2.2%
0	22	2.0%
7	13	1.2%
8	3	0.3%
(Missing)	722	64.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22	2.0%
1	25	2.2%
2	61	5.5%
3	81	7.3%
4	75	6.7%
5	79	7.1%
6	31	2.8%
7	13	1.2%
8	3	0.3%

Value	Count	Frequency (%)
8	3	0.3%
7	13	1.2%
6	31	2.8%
5	79	7.1%
4	75	6.7%
3	81	7.3%
2	61	5.5%
1	25	2.2%
0	22	2.0%

ADOS_SOCIAL
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	15
Distinct (%)	3.8%
Missing	721
Missing (%)	64.8%
Infinite	0
Infinite (%)	0.0%
Mean	7.539641944

Minimum	0
Maximum	14
Zeros	17
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	8
Q3	10
95-th percentile	13
Maximum	14
Range	14
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.337869561
Coefficient of variation (CV)	0.4427092938
Kurtosis	-0.2006914717
Mean	7.539641944
Median Absolute Deviation (MAD)	2
Skewness	-0.3632120021
Sum	2948
Variance	11.1413732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
7	53	4.8%
9	46	4.1%
6	43	3.9%
10	43	3.9%
8	43	3.9%
5	30	2.7%
11	27	2.4%
13	18	1.6%
0	17	1.5%
12	17	1.5%
Other values (5)	54	4.9%
(Missing)	721	64.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17	1.5%
1	10	0.9%
2	9	0.8%
3	12	1.1%
4	14	1.3%
5	30	2.7%
6	43	3.9%
7	53	4.8%
8	43	3.9%
9	46	4.1%

Value	Count	Frequency (%)
14	9	0.8%
13	18	1.6%
12	17	1.5%
11	27	2.4%
10	43	3.9%
9	46	4.1%
8	43	3.9%
7	53	4.8%
6	43	3.9%
5	30	2.7%

ADOS_STEREO_BEHAV
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	9
Distinct (%)	2.7%
Missing	781
Missing (%)	70.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.921450151

Minimum	0
Maximum	8
Zeros	77
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	3
95-th percentile	5
Maximum	8
Range	8
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.619911804
Coefficient of variation (CV)	0.8430673071
Kurtosis	1.049255971
Mean	1.921450151
Median Absolute Deviation (MAD)	1
Skewness	0.9153150428
Sum	636
Variance	2.624114254
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2	85	7.6%
0	77	6.9%
1	63	5.7%
3	61	5.5%
4	24	2.2%
5	9	0.8%
6	7	0.6%
7	3	0.3%
8	2	0.2%
(Missing)	781	70.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	77	6.9%
1	63	5.7%
2	85	7.6%
3	61	5.5%
4	24	2.2%
5	9	0.8%
6	7	0.6%
7	3	0.3%
8	2	0.2%

Value	Count	Frequency (%)
8	2	0.2%
7	3	0.3%
6	7	0.6%
5	9	0.8%
4	24	2.2%
3	61	5.5%
2	85	7.6%
1	63	5.7%
0	77	6.9%

ADOS_RSRCH_RELIABLE
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.5%
Missing	736
Missing (%)	66.2%
Memory size	50.9 KiB

1.0	349
0.0	27

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1,128
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	349	31.4%
0.0	27	2.4%
(Missing)	736	66.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	349	92.8%
0.0	27	7.2%

Most occurring characters

Value	Count	Frequency (%)
0	403	35.7%
.	376	33.3%
1	349	30.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	752	66.7%
Other Punctuation	376	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	403	53.6%
1	349	46.4%

Other Punctuation

Value	Count	Frequency (%)
.	376	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1128	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	403	35.7%
.	376	33.3%
1	349	30.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1128	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	403	35.7%
.	376	33.3%
1	349	30.9%

ADOS_GOTHAM_SOCAFFECT
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	21
Distinct (%)	7.9%
Missing	847
Missing (%)	76.2%
Infinite	0
Infinite (%)	0.0%
Mean	9.071698113

Minimum	0
Maximum	20
Zeros	8
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	6
median	9
Q3	12
95-th percentile	17
Maximum	20
Range	20
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.223687592
Coefficient of variation (CV)	0.4655895225
Kurtosis	-0.002173061494
Mean	9.071698113
Median Absolute Deviation (MAD)	3
Skewness	0.1791055643
Sum	2404
Variance	17.83953688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
8	30	2.7%
7	27	2.4%
10	25	2.2%
11	24	2.2%
6	23	2.1%
9	22	2.0%
5	17	1.5%
12	17	1.5%
13	16	1.4%
15	9	0.8%
Other values (11)	55	4.9%
(Missing)	847	76.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8	0.7%
1	4	0.4%
2	6	0.5%
3	6	0.5%
4	5	0.4%
5	17	1.5%
6	23	2.1%
7	27	2.4%
8	30	2.7%
9	22	2.0%

Value	Count	Frequency (%)
20	2	0.2%
19	3	0.3%
18	5	0.4%
17	6	0.5%
16	5	0.4%
15	9	0.8%
14	5	0.4%
13	16	1.4%
12	17	1.5%
11	24	2.2%

ADOS_GOTHAM_RRB
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	9
Distinct (%)	3.3%
Missing	842
Missing (%)	75.7%
Infinite	0
Infinite (%)	0.0%
Mean	2.840740741

Minimum	0
Maximum	8
Zeros	27
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.25
median	3
Q3	4
95-th percentile	6
Maximum	8
Range	8
Interquartile range (IQR)	2.75

Descriptive statistics

Standard deviation	1.857519483
Coefficient of variation (CV)	0.653885607
Kurtosis	0.1744651205
Mean	2.840740741
Median Absolute Deviation (MAD)	1
Skewness	0.5852551881
Sum	767
Variance	3.450378631
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
3	63	5.7%
2	52	4.7%
4	45	4.0%
1	41	3.7%
0	27	2.4%
5	17	1.5%
6	13	1.2%
8	6	0.5%
7	6	0.5%
(Missing)	842	75.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	27	2.4%
1	41	3.7%
2	52	4.7%
3	63	5.7%
4	45	4.0%
5	17	1.5%
6	13	1.2%
7	6	0.5%
8	6	0.5%

Value	Count	Frequency (%)
8	6	0.5%
7	6	0.5%
6	13	1.2%
5	17	1.5%
4	45	4.0%
3	63	5.7%
2	52	4.7%
1	41	3.7%
0	27	2.4%

ADOS_GOTHAM_TOTAL
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	29
Distinct (%)	10.6%
Missing	839
Missing (%)	75.4%
Infinite	0
Infinite (%)	0.0%
Mean	11.91208791

Minimum	0
Maximum	28
Zeros	7
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	9
median	12
Q3	15
95-th percentile	21
Maximum	28
Range	28
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.32194752
Coefficient of variation (CV)	0.4467686571
Kurtosis	0.3395150821
Mean	11.91208791
Median Absolute Deviation (MAD)	3
Skewness	0.1873244544
Sum	3252
Variance	28.3231254
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
10	25	2.2%
12	25	2.2%
9	24	2.2%
13	21	1.9%
14	20	1.8%
11	18	1.6%
7	17	1.5%
15	15	1.3%
17	13	1.2%
8	13	1.2%
Other values (19)	82	7.4%
(Missing)	839	75.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7	0.6%
1	4	0.4%
2	2	0.2%
3	5	0.4%
4	3	0.3%
5	5	0.4%
6	7	0.6%
7	17	1.5%
8	13	1.2%
9	24	2.2%

Value	Count	Frequency (%)
28	1	0.1%
27	1	0.1%
26	2	0.2%
25	1	0.1%
24	2	0.2%
23	2	0.2%
22	2	0.2%
21	5	0.4%
20	7	0.6%
19	7	0.6%

ADOS_GOTHAM_SEVERITY
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	10
Distinct (%)	3.7%
Missing	839
Missing (%)	75.4%
Infinite	0
Infinite (%)	0.0%
Mean	6.758241758

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	6
median	7
Q3	9
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.486761977
Coefficient of variation (CV)	0.3679599024
Kurtosis	-0.08938498984
Mean	6.758241758
Median Absolute Deviation (MAD)	2
Skewness	-0.7413416886
Sum	1845
Variance	6.183985133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
6	49	4.4%
7	43	3.9%
9	41	3.7%
8	41	3.7%
10	36	3.2%
1	18	1.6%
4	17	1.5%
5	13	1.2%
3	12	1.1%
2	3	0.3%
(Missing)	839	75.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	18	1.6%
2	3	0.3%
3	12	1.1%
4	17	1.5%
5	13	1.2%
6	49	4.4%
7	43	3.9%
8	41	3.7%
9	41	3.7%
10	36	3.2%

Value	Count	Frequency (%)
10	36	3.2%
9	41	3.7%
8	41	3.7%
7	43	3.9%
6	49	4.4%
5	13	1.2%
4	17	1.5%
3	12	1.1%
2	3	0.3%
1	18	1.6%

SRS_VERSION
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	0.9%
Missing	881
Missing (%)	79.2%
Memory size	48.1 KiB

1.0	185
2.0	46

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	693
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	185	16.6%
2.0	46	4.1%
(Missing)	881	79.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	185	80.1%
2.0	46	19.9%

Most occurring characters

Value	Count	Frequency (%)
.	231	33.3%
0	231	33.3%
1	185	26.7%
2	46	6.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	462	66.7%
Other Punctuation	231	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	231	50.0%
1	185	40.0%
2	46	10.0%

Other Punctuation

Value	Count	Frequency (%)
.	231	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	693	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	231	33.3%
0	231	33.3%
1	185	26.7%
2	46	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	693	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	231	33.3%
0	231	33.3%
1	185	26.7%
2	46	6.6%

SRS_RAW_TOTAL
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	129
Distinct (%)	35.3%
Missing	747
Missing (%)	67.2%
Infinite	0
Infinite (%)	0.0%
Mean	57.88219178

Minimum	0
Maximum	164
Zeros	3
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	19
median	51
Q3	93
95-th percentile	135.4
Maximum	164
Range	164
Interquartile range (IQR)	74

Descriptive statistics

Standard deviation	42.79904276
Coefficient of variation (CV)	0.7394164154
Kurtosis	-1.048135655
Mean	57.88219178
Median Absolute Deviation (MAD)	36
Skewness	0.4147432575
Sum	21127
Variance	1831.758061
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	8	0.7%
9	8	0.7%
6	7	0.6%
118	7	0.6%
19	6	0.5%
7	6	0.5%
23	6	0.5%
11	6	0.5%
103	6	0.5%
17	6	0.5%
Other values (119)	299	26.9%
(Missing)	747	67.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3	0.3%
1	3	0.3%
2	5	0.4%
3	2	0.2%
4	2	0.2%
5	5	0.4%
6	7	0.6%
7	6	0.5%
8	4	0.4%
9	8	0.7%

Value	Count	Frequency (%)
164	1	0.1%
151	1	0.1%
150	1	0.1%
148	1	0.1%
147	2	0.2%
146	1	0.1%
144	2	0.2%
142	3	0.3%
139	2	0.2%
137	2	0.2%

SRS_AWARENESS
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	15
Distinct (%)	23.4%
Missing	1048
Missing (%)	94.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.546875

Minimum	1
Maximum	18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4.75
median	8
Q3	10.25
95-th percentile	13
Maximum	18
Range	17
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	4.120909468
Coefficient of variation (CV)	0.5460418342
Kurtosis	-0.1430881407
Mean	7.546875
Median Absolute Deviation (MAD)	3
Skewness	0.3323081661
Sum	483
Variance	16.98189484
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
8	8	0.7%
11	7	0.6%
9	6	0.5%
5	6	0.5%
1	5	0.4%
6	4	0.4%
10	4	0.4%
13	4	0.4%
2	4	0.4%
7	4	0.4%
Other values (5)	12	1.1%
(Missing)	1048	94.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	5	0.4%
2	4	0.4%
3	3	0.3%
4	4	0.4%
5	6	0.5%
6	4	0.4%
7	4	0.4%
8	8	0.7%
9	6	0.5%
10	4	0.4%

Value	Count	Frequency (%)
18	2	0.2%
16	1	0.1%
13	4	0.4%
12	2	0.2%
11	7	0.6%
10	4	0.4%
9	6	0.5%
8	8	0.7%
7	4	0.4%
6	4	0.4%

SRS_COGNITION
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	27
Distinct (%)	42.2%
Missing	1048
Missing (%)	94.2%
Infinite	0
Infinite (%)	0.0%
Mean	10

Minimum	0
Maximum	29
Zeros	4
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.15
Q1	3.75
median	7.5
Q3	15
95-th percentile	23.85
Maximum	29
Range	29
Interquartile range (IQR)	11.25

Descriptive statistics

Standard deviation	7.690439334
Coefficient of variation (CV)	0.7690439334
Kurtosis	-0.4839485526
Mean	10
Median Absolute Deviation (MAD)	5.5
Skewness	0.6618365083
Sum	640
Variance	59.14285714
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
2	7	0.6%
7	6	0.5%
6	4	0.4%
11	4	0.4%
0	4	0.4%
14	3	0.3%
5	3	0.3%
18	3	0.3%
15	3	0.3%
10	3	0.3%
Other values (17)	24	2.2%
(Missing)	1048	94.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4	0.4%
1	2	0.2%
2	7	0.6%
3	3	0.3%
4	3	0.3%
5	3	0.3%
6	4	0.4%
7	6	0.5%
8	1	0.1%
9	1	0.1%

Value	Count	Frequency (%)
29	1	0.1%
27	1	0.1%
26	1	0.1%
24	1	0.1%
23	2	0.2%
22	1	0.1%
20	1	0.1%
19	2	0.2%
18	3	0.3%
17	1	0.1%

SRS_COMMUNICATION
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	34
Distinct (%)	53.1%
Missing	1048
Missing (%)	94.2%
Infinite	0
Infinite (%)	0.0%
Mean	17.40625

Minimum	0
Maximum	51
Zeros	5
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	15
Q3	27
95-th percentile	43.1
Maximum	51
Range	51
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	12.85291487
Coefficient of variation (CV)	0.7384080356
Kurtosis	-0.2864461776
Mean	17.40625
Median Absolute Deviation (MAD)	9
Skewness	0.5845832585
Sum	1114
Variance	165.1974206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0	5	0.4%
3	4	0.4%
8	4	0.4%
9	3	0.3%
15	3	0.3%
10	3	0.3%
31	3	0.3%
24	3	0.3%
20	2	0.2%
44	2	0.2%
Other values (24)	32	2.9%
(Missing)	1048	94.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5	0.4%
1	2	0.2%
2	1	0.1%
3	4	0.4%
4	1	0.1%
7	1	0.1%
8	4	0.4%
9	3	0.3%
10	3	0.3%
11	2	0.2%

Value	Count	Frequency (%)
51	1	0.1%
46	1	0.1%
44	2	0.2%
38	1	0.1%
36	1	0.1%
34	1	0.1%
31	3	0.3%
30	1	0.1%
29	2	0.2%
28	2	0.2%

SRS_MOTIVATION
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	27
Distinct (%)	42.2%
Missing	1048
Missing (%)	94.2%
Infinite	0
Infinite (%)	0.0%
Mean	10.375

Minimum	0
Maximum	29
Zeros	3
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	1.15
Q1	3.75
median	8
Q3	16
95-th percentile	23.85
Maximum	29
Range	29
Interquartile range (IQR)	12.25

Descriptive statistics

Standard deviation	7.541420017
Coefficient of variation (CV)	0.7268838571
Kurtosis	-0.7071954445
Mean	10.375
Median Absolute Deviation (MAD)	5
Skewness	0.5532346755
Sum	664
Variance	56.87301587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
3	8	0.7%
6	4	0.4%
2	4	0.4%
13	4	0.4%
8	4	0.4%
12	3	0.3%
5	3	0.3%
7	3	0.3%
0	3	0.3%
4	3	0.3%
Other values (17)	25	2.2%
(Missing)	1048	94.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3	0.3%
1	1	0.1%
2	4	0.4%
3	8	0.7%
4	3	0.3%
5	3	0.3%
6	4	0.4%
7	3	0.3%
8	4	0.4%
9	1	0.1%

Value	Count	Frequency (%)
29	1	0.1%
26	1	0.1%
25	1	0.1%
24	1	0.1%
23	1	0.1%
21	2	0.2%
20	2	0.2%
19	3	0.3%
18	2	0.2%
17	1	0.1%

SRS_MANNERISMS
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	22
Distinct (%)	34.4%
Missing	1048
Missing (%)	94.2%
Infinite	0
Infinite (%)	0.0%
Mean	8.9375

Minimum	0
Maximum	25
Zeros	8
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2.75
median	7.5
Q3	15
95-th percentile	21
Maximum	25
Range	25
Interquartile range (IQR)	12.25

Descriptive statistics

Standard deviation	7.028005204
Coefficient of variation (CV)	0.7863502326
Kurtosis	-0.8320568705
Mean	8.9375
Median Absolute Deviation (MAD)	5.5
Skewness	0.476516563
Sum	572
Variance	49.39285714
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	8	0.7%
16	7	0.6%
5	5	0.4%
2	5	0.4%
8	4	0.4%
6	4	0.4%
15	3	0.3%
1	3	0.3%
7	3	0.3%
4	3	0.3%
Other values (12)	19	1.7%
(Missing)	1048	94.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8	0.7%
1	3	0.3%
2	5	0.4%
3	1	0.1%
4	3	0.3%
5	5	0.4%
6	4	0.4%
7	3	0.3%
8	4	0.4%
9	1	0.1%

Value	Count	Frequency (%)
25	1	0.1%
23	2	0.2%
21	2	0.2%
20	2	0.2%
17	1	0.1%
16	7	0.6%
15	3	0.3%
14	2	0.2%
13	1	0.1%
12	2	0.2%

SCQ_TOTAL
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	33
Distinct (%)	26.6%
Missing	988
Missing (%)	88.8%
Infinite	0
Infinite (%)	0.0%
Mean	11.59677419

Minimum	0
Maximum	37
Zeros	8
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	9
Q3	19
95-th percentile	27.85
Maximum	37
Range	37
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	9.602607501
Coefficient of variation (CV)	0.8280412587
Kurtosis	-0.8620110619
Mean	11.59677419
Median Absolute Deviation (MAD)	7
Skewness	0.5068387114
Sum	1438
Variance	92.21007081
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
2	14	1.3%
1	12	1.1%
0	8	0.7%
3	7	0.6%
16	7	0.6%
9	6	0.5%
8	6	0.5%
15	5	0.4%
5	5	0.4%
6	5	0.4%
Other values (23)	49	4.4%
(Missing)	988	88.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	8	0.7%
1	12	1.1%
2	14	1.3%
3	7	0.6%
5	5	0.4%
6	5	0.4%
7	1	0.1%
8	6	0.5%
9	6	0.5%
10	1	0.1%

Value	Count	Frequency (%)
37	1	0.1%
34	1	0.1%
31	1	0.1%
30	1	0.1%
29	2	0.2%
28	1	0.1%
27	2	0.2%
26	3	0.3%
25	3	0.3%
24	3	0.3%

AQ_TOTAL
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	25
Distinct (%)	44.6%
Missing	1056
Missing (%)	95.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.91071429

Minimum	7
Maximum	42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	7
5-th percentile	7.75
Q1	11.75
median	20
Q3	32.25
95-th percentile	39.25
Maximum	42
Range	35
Interquartile range (IQR)	20.5

Descriptive statistics

Standard deviation	11.04581663
Coefficient of variation (CV)	0.5041285502
Kurtosis	-1.389701874
Mean	21.91071429
Median Absolute Deviation (MAD)	10
Skewness	0.263814946
Sum	1227
Variance	122.0100649
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
33	5	0.4%
11	5	0.4%
17	4	0.4%
15	4	0.4%
12	4	0.4%
7	3	0.3%
36	3	0.3%
20	3	0.3%
10	2	0.2%
32	2	0.2%
Other values (15)	21	1.9%
(Missing)	1056	95.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	3	0.3%
8	2	0.2%
9	2	0.2%
10	2	0.2%
11	5	0.4%
12	4	0.4%
14	1	0.1%
15	4	0.4%
17	4	0.4%
20	3	0.3%

Value	Count	Frequency (%)
42	1	0.1%
41	1	0.1%
40	1	0.1%
39	2	0.2%
37	1	0.1%
36	3	0.3%
33	5	0.4%
32	2	0.2%
31	2	0.2%
30	2	0.2%

COMORBIDITY
Categorical

HIGH CORRELATION
MISSING

Distinct	39
Distinct (%)	54.9%
Missing	1041
Missing (%)	93.6%
Memory size	38.1 KiB

None	13
ADHD Inattentive	10
Mood Disorder NOS	4
ADHD Combined	4
Dysthymia	3
Other values (34)	37

Length

Max length	106
Median length	16
Mean length	22.1971831
Min length	3

Characters and Unicode

Total characters	1,576
Distinct characters	46
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	31 ?
Unique (%)	43.7%

Sample

1st row	ODD
2nd row	ADHD (inattentive; present); ODD; MDE (past); Phobia (simple and social)
3rd row	ADHD Combined Type; ODD; and Specific Phobia (bugs/thunderstorms)
4th row	ADHD Combined and ODD
5th row	MDE (past); Dysthymic disorder

Common Values

Value	Count	Frequency (%)
None	13	1.2%
ADHD Inattentive	10	0.9%
Mood Disorder NOS	4	0.4%
ADHD Combined	4	0.4%
Dysthymia	3	0.3%
Generalized Anxiety Disorder	2	0.2%
ADHD NOS	2	0.2%
ODD	2	0.2%
Specific Phobia: needles/shots	1	0.1%
Anxiety Disorder NOS	1	0.1%
Other values (29)	29	2.6%
(Missing)	1041	93.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
adhd	26	11.7%
disorder	19	8.6%
nos	16	7.2%
phobia	14	6.3%
none	13	5.9%
combined	11	5.0%
inattentive	11	5.0%
specific	9	4.1%
anxiety	9	4.1%
mood	7	3.2%
Other values (54)	87	39.2%

Most occurring characters

Value	Count	Frequency (%)
	152	9.6%
e	136	8.6%
i	133	8.4%
o	96	6.1%
D	94	6.0%
n	93	5.9%
s	77	4.9%
r	75	4.8%
t	70	4.4%
d	62	3.9%
Other values (36)	588	37.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1059	67.2%
Uppercase Letter	303	19.2%
Space Separator	152	9.6%
Other Punctuation	47	3.0%
Open Punctuation	7	0.4%
Close Punctuation	7	0.4%
Dash Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	136	12.8%
i	133	12.6%
o	96	9.1%
n	93	8.8%
s	77	7.3%
r	75	7.1%
t	70	6.6%
d	62	5.9%
a	60	5.7%
b	34	3.2%
Other values (14)	223	21.1%

Uppercase Letter

Value	Count	Frequency (%)
D	94	31.0%
A	38	12.5%
N	30	9.9%
S	28	9.2%
H	27	8.9%
O	22	7.3%
P	12	4.0%
C	11	3.6%
I	11	3.6%
M	9	3.0%
Other values (4)	21	6.9%

Other Punctuation

Value	Count	Frequency (%)
;	36	76.6%
:	6	12.8%
/	3	6.4%
&	2	4.3%

Space Separator

Value	Count	Frequency (%)
	152	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1362	86.4%
Common	214	13.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	136	10.0%
i	133	9.8%
o	96	7.0%
D	94	6.9%
n	93	6.8%
s	77	5.7%
r	75	5.5%
t	70	5.1%
d	62	4.6%
a	60	4.4%
Other values (28)	466	34.2%

Common

Value	Count	Frequency (%)
	152	71.0%
;	36	16.8%
(	7	3.3%
)	7	3.3%
:	6	2.8%
/	3	1.4%
&	2	0.9%
-	1	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1576	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	152	9.6%
e	136	8.6%
i	133	8.4%
o	96	6.1%
D	94	6.0%
n	93	5.9%
s	77	4.9%
r	75	4.8%
t	70	4.4%
d	62	3.9%
Other values (36)	588	37.3%

CURRENT_MED_STATUS
Categorical

HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	0.4%
Missing	302
Missing (%)	27.2%
Memory size	55.4 KiB

0	673
1	136
`	1

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	810
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	673	60.5%
1	136	12.2%
`	1	0.1%
(Missing)	302	27.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	673	83.1%
1	136	16.8%
	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	673	83.1%
1	136	16.8%
`	1	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	809	99.9%
Modifier Symbol	1	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	673	83.2%
1	136	16.8%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	810	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	673	83.1%
1	136	16.8%
`	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	810	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	673	83.1%
1	136	16.8%
`	1	0.1%

MEDICATION_NAME
Categorical

HIGH CARDINALITY
MISSING

Distinct	101
Distinct (%)	64.3%
Missing	955
Missing (%)	85.9%
Memory size	42.9 KiB

0	24
Fluoxetine	6
Methylphenidate Extended Release	5
Lisdexamfetamine	4
Escitalopram	4
Other values (96)	114

Length

Max length	98
Median length	23
Mean length	27.25477707
Min length	1

Characters and Unicode

Total characters	4,279
Distinct characters	44
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	83 ?
Unique (%)	52.9%

Sample

1st row	Fluoxetine
2nd row	Fluoxetine
3rd row	Sertraline
4th row	Pantoprazole
5th row	Atomoxetine

Common Values

Value	Count	Frequency (%)
0	24	2.2%
Fluoxetine	6	0.5%
Methylphenidate Extended Release	5	0.4%
Lisdexamfetamine	4	0.4%
Escitalopram	4	0.4%
Sertraline	4	0.4%
Atomoxetine	4	0.4%
Risperidone	3	0.3%
Dexmethylphenidate	2	0.2%
Guanfacine Extended Release	2	0.2%
Other values (91)	99	8.9%
(Missing)	955	85.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
methylphenidate	40	10.1%
extended	31	7.8%
release	31	7.8%
0	24	6.1%
risperidone	22	5.6%
sertraline	18	4.6%
amphetamine	17	4.3%
and	17	4.3%
dextroamphetamine	16	4.1%
atomoxetine	15	3.8%
Other values (65)	164	41.5%

Most occurring characters

Value	Count	Frequency (%)
e	666	15.6%
a	338	7.9%
i	322	7.5%
t	319	7.5%
n	314	7.3%
	239	5.6%
p	194	4.5%
d	193	4.5%
o	182	4.3%
r	181	4.2%
Other values (34)	1331	31.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3559	83.2%
Uppercase Letter	327	7.6%
Space Separator	239	5.6%
Other Punctuation	128	3.0%
Decimal Number	26	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	666	18.7%
a	338	9.5%
i	322	9.0%
t	319	9.0%
n	314	8.8%
p	194	5.5%
d	193	5.4%
o	182	5.1%
r	181	5.1%
l	175	4.9%
Other values (12)	675	19.0%

Uppercase Letter

Value	Count	Frequency (%)
M	52	15.9%
R	49	15.0%
A	42	12.8%
E	37	11.3%
D	23	7.0%
S	21	6.4%
C	18	5.5%
L	16	4.9%
F	15	4.6%
G	14	4.3%
Other values (8)	40	12.2%

Decimal Number

Value	Count	Frequency (%)
0	25	96.2%
1	1	3.8%

Other Punctuation

Value	Count	Frequency (%)
;	128	100.0%

Space Separator

Value	Count	Frequency (%)
	239	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3886	90.8%
Common	393	9.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	666	17.1%
a	338	8.7%
i	322	8.3%
t	319	8.2%
n	314	8.1%
p	194	5.0%
d	193	5.0%
o	182	4.7%
r	181	4.7%
l	175	4.5%
Other values (30)	1002	25.8%

Common

Value	Count	Frequency (%)
	239	60.8%
;	128	32.6%
0	25	6.4%
1	1	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4279	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	666	15.6%
a	338	7.9%
i	322	7.5%
t	319	7.5%
n	314	7.3%
	239	5.6%
p	194	4.5%
d	193	4.5%
o	182	4.3%
r	181	4.2%
Other values (34)	1331	31.1%

OFF_STIMULANTS_AT_SCAN
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	2.8%
Missing	1040
Missing (%)	93.5%
Memory size	45.0 KiB

0.0	48
1.0	24

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	216
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	48	4.3%
1.0	24	2.2%
(Missing)	1040	93.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	48	66.7%
1.0	24	33.3%

Most occurring characters

Value	Count	Frequency (%)
0	120	55.6%
.	72	33.3%
1	24	11.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	144	66.7%
Other Punctuation	72	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	120	83.3%
1	24	16.7%

Other Punctuation

Value	Count	Frequency (%)
.	72	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	216	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	120	55.6%
.	72	33.3%
1	24	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	216	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	120	55.6%
.	72	33.3%
1	24	11.1%

VINELAND_RECEPTIVE_V_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	13
Distinct (%)	11.6%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	12.88392857

Minimum	7
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	7
5-th percentile	7.55
Q1	10
median	13
Q3	16
95-th percentile	17.45
Maximum	19
Range	12
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.256996726
Coefficient of variation (CV)	0.2527953106
Kurtosis	-1.014535142
Mean	12.88392857
Median Absolute Deviation (MAD)	3
Skewness	-0.1765001549
Sum	1443
Variance	10.60802767
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
16	17	1.5%
13	17	1.5%
15	15	1.3%
11	9	0.8%
10	9	0.8%
9	8	0.7%
8	8	0.7%
17	7	0.6%
12	6	0.5%
7	6	0.5%
Other values (3)	10	0.9%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	6	0.5%
8	8	0.7%
9	8	0.7%
10	9	0.8%
11	9	0.8%
12	6	0.5%
13	17	1.5%
14	4	0.4%
15	15	1.3%
16	17	1.5%

Value	Count	Frequency (%)
19	3	0.3%
18	3	0.3%
17	7	0.6%
16	17	1.5%
15	15	1.3%
14	4	0.4%
13	17	1.5%
12	6	0.5%
11	9	0.8%
10	9	0.8%

VINELAND_EXPRESSIVE_V_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	18
Distinct (%)	16.1%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	13.03571429

Minimum	6
Maximum	23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	6
5-th percentile	8
Q1	10
median	12.5
Q3	16
95-th percentile	19
Maximum	23
Range	17
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.616599795
Coefficient of variation (CV)	0.2774377925
Kurtosis	-0.5277195865
Mean	13.03571429
Median Absolute Deviation (MAD)	2.5
Skewness	0.3976013082
Sum	1460
Variance	13.07979408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
17	16	1.4%
10	13	1.2%
9	13	1.2%
12	12	1.1%
13	11	1.0%
11	10	0.9%
16	7	0.6%
15	7	0.6%
8	5	0.4%
14	5	0.4%
Other values (8)	13	1.2%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	0.1%
7	2	0.2%
8	5	0.4%
9	13	1.2%
10	13	1.2%
11	10	0.9%
12	12	1.1%
13	11	1.0%
14	5	0.4%
15	7	0.6%

Value	Count	Frequency (%)
23	1	0.1%
22	1	0.1%
21	1	0.1%
20	1	0.1%
19	3	0.3%
18	3	0.3%
17	16	1.4%
16	7	0.6%
15	7	0.6%
14	5	0.4%

VINELAND_WRITTEN_V_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	13
Distinct (%)	11.6%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	14.25

Minimum	9
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	9
5-th percentile	10
Q1	12
median	14
Q3	16
95-th percentile	20
Maximum	21
Range	12
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.927040753
Coefficient of variation (CV)	0.2054063686
Kurtosis	-0.4169360982
Mean	14.25
Median Absolute Deviation (MAD)	2
Skewness	0.4224721022
Sum	1596
Variance	8.567567568
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
15	16	1.4%
13	16	1.4%
14	14	1.3%
12	12	1.1%
11	11	1.0%
16	11	1.0%
10	7	0.6%
20	6	0.5%
19	5	0.4%
17	5	0.4%
Other values (3)	9	0.8%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9	3	0.3%
10	7	0.6%
11	11	1.0%
12	12	1.1%
13	16	1.4%
14	14	1.3%
15	16	1.4%
16	11	1.0%
17	5	0.4%
18	4	0.4%

Value	Count	Frequency (%)
21	2	0.2%
20	6	0.5%
19	5	0.4%
18	4	0.4%
17	5	0.4%
16	11	1.0%
15	16	1.4%
14	14	1.3%
13	16	1.4%
12	12	1.1%

VINELAND_COMMUNICATION_STANDARD
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	52
Distinct (%)	46.4%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	90.00892857

Minimum	40
Maximum	138
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	40
5-th percentile	61.1
Q1	75
median	89
Q3	105
95-th percentile	125
Maximum	138
Range	98
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	20.31397492
Coefficient of variation (CV)	0.2256884428
Kurtosis	-0.3638615395
Mean	90.00892857
Median Absolute Deviation (MAD)	15
Skewness	0.02004242036
Sum	10081
Variance	412.6575772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	6	0.5%
77	6	0.5%
81	5	0.4%
82	4	0.4%
106	4	0.4%
86	4	0.4%
108	3	0.3%
100	3	0.3%
75	3	0.3%
105	3	0.3%
Other values (42)	71	6.4%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
40	1	0.1%
44	1	0.1%
48	1	0.1%
51	2	0.2%
60	1	0.1%
62	3	0.3%
64	2	0.2%
67	2	0.2%
68	2	0.2%
69	1	0.1%

Value	Count	Frequency (%)
138	1	0.1%
134	1	0.1%
127	3	0.3%
125	2	0.2%
120	1	0.1%
118	1	0.1%
117	2	0.2%
116	2	0.2%
115	3	0.3%
113	2	0.2%

VINELAND_PERSONAL_V_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	15
Distinct (%)	13.4%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	13.99107143

Minimum	7
Maximum	23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	7
5-th percentile	9
Q1	12
median	14
Q3	16
95-th percentile	19
Maximum	23
Range	16
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.123567883
Coefficient of variation (CV)	0.2232543733
Kurtosis	-0.3261182779
Mean	13.99107143
Median Absolute Deviation (MAD)	2
Skewness	0.04274296803
Sum	1567
Variance	9.756676319
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
16	14	1.3%
15	13	1.2%
14	13	1.2%
13	12	1.1%
17	10	0.9%
11	10	0.9%
12	9	0.8%
10	8	0.7%
18	7	0.6%
9	5	0.4%
Other values (5)	11	1.0%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	1	0.1%
8	3	0.3%
9	5	0.4%
10	8	0.7%
11	10	0.9%
12	9	0.8%
13	12	1.1%
14	13	1.2%
15	13	1.2%
16	14	1.3%

Value	Count	Frequency (%)
23	1	0.1%
20	3	0.3%
19	3	0.3%
18	7	0.6%
17	10	0.9%
16	14	1.3%
15	13	1.2%
14	13	1.2%
13	12	1.1%
12	9	0.8%

VINELAND_DOMESTIC_V_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	17
Distinct (%)	15.2%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	12.5

Minimum	2
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	2
5-th percentile	7.55
Q1	11
median	13
Q3	15
95-th percentile	17
Maximum	20
Range	18
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.25770051
Coefficient of variation (CV)	0.2606160408
Kurtosis	1.490889849
Mean	12.5
Median Absolute Deviation (MAD)	2
Skewness	-0.7696913751
Sum	1400
Variance	10.61261261
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
11	15	1.3%
13	14	1.3%
15	13	1.2%
12	13	1.2%
14	12	1.1%
10	12	1.1%
17	9	0.8%
16	8	0.7%
9	7	0.6%
2	2	0.2%
Other values (7)	7	0.6%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	2	0.2%
3	1	0.1%
4	1	0.1%
5	1	0.1%
7	1	0.1%
8	1	0.1%
9	7	0.6%
10	12	1.1%
11	15	1.3%
12	13	1.2%

Value	Count	Frequency (%)
20	1	0.1%
19	1	0.1%
17	9	0.8%
16	8	0.7%
15	13	1.2%
14	12	1.1%
13	14	1.3%
12	13	1.2%
11	15	1.3%
10	12	1.1%

VINELAND_COMMUNITY_V_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	15
Distinct (%)	13.4%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	14.58035714

Minimum	4
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	4
5-th percentile	10
Q1	12
median	14.5
Q3	18
95-th percentile	19
Maximum	21
Range	17
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.3440505
Coefficient of variation (CV)	0.2293531267
Kurtosis	-0.3446017854
Mean	14.58035714
Median Absolute Deviation (MAD)	2.5
Skewness	-0.1942823958
Sum	1633
Variance	11.18267375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
14	16	1.4%
11	14	1.3%
16	14	1.3%
18	13	1.2%
19	11	1.0%
15	10	0.9%
10	7	0.6%
12	7	0.6%
13	7	0.6%
9	3	0.3%
Other values (5)	10	0.9%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	0.1%
8	1	0.1%
9	3	0.3%
10	7	0.6%
11	14	1.3%
12	7	0.6%
13	7	0.6%
14	16	1.4%
15	10	0.9%
16	14	1.3%

Value	Count	Frequency (%)
21	3	0.3%
20	2	0.2%
19	11	1.0%
18	13	1.2%
17	3	0.3%
16	14	1.3%
15	10	0.9%
14	16	1.4%
13	7	0.6%
12	7	0.6%

VINELAND_DAILYLVNG_STANDARD
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	50
Distinct (%)	44.6%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	91.44642857

Minimum	42
Maximum	127
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	42
5-th percentile	66.65
Q1	79
median	91
Q3	104.25
95-th percentile	119.9
Maximum	127
Range	85
Interquartile range (IQR)	25.25

Descriptive statistics

Standard deviation	17.15684891
Coefficient of variation (CV)	0.1876163912
Kurtosis	-0.1308307332
Mean	91.44642857
Median Absolute Deviation (MAD)	13
Skewness	-0.1599212209
Sum	10242
Variance	294.3574646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
89	7	0.6%
95	6	0.5%
76	5	0.4%
112	5	0.4%
81	5	0.4%
85	4	0.4%
105	4	0.4%
91	4	0.4%
87	4	0.4%
107	4	0.4%
Other values (40)	64	5.8%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
42	1	0.1%
52	2	0.2%
57	1	0.1%
61	1	0.1%
65	1	0.1%
68	3	0.3%
69	1	0.1%
71	1	0.1%
72	1	0.1%
73	2	0.2%

Value	Count	Frequency (%)
127	1	0.1%
126	1	0.1%
125	1	0.1%
124	1	0.1%
123	1	0.1%
121	1	0.1%
119	1	0.1%
116	1	0.1%
114	1	0.1%
113	2	0.2%

VINELAND_INTERPERSONAL_V_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	17
Distinct (%)	15.2%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	11.92857143

Minimum	1
Maximum	20
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	6.55
Q1	9
median	11.5
Q3	15
95-th percentile	18
Maximum	20
Range	19
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.98807747
Coefficient of variation (CV)	0.3343298478
Kurtosis	-0.4288586156
Mean	11.92857143
Median Absolute Deviation (MAD)	3.5
Skewness	-0.1668348685
Sum	1336
Variance	15.9047619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
10	15	1.3%
15	12	1.1%
16	10	0.9%
8	10	0.9%
11	9	0.8%
9	8	0.7%
7	8	0.7%
12	7	0.6%
18	7	0.6%
14	7	0.6%
Other values (7)	19	1.7%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2	0.2%
5	3	0.3%
6	1	0.1%
7	8	0.7%
8	10	0.9%
9	8	0.7%
10	15	1.3%
11	9	0.8%
12	7	0.6%
13	5	0.4%

Value	Count	Frequency (%)
20	1	0.1%
19	2	0.2%
18	7	0.6%
17	5	0.4%
16	10	0.9%
15	12	1.1%
14	7	0.6%
13	5	0.4%
12	7	0.6%
11	9	0.8%

VINELAND_PLAY_V_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	17
Distinct (%)	15.2%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	12.61607143

Minimum	1
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	10
median	13
Q3	16
95-th percentile	18
Maximum	19
Range	18
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.020769358
Coefficient of variation (CV)	0.3187021713
Kurtosis	-0.03535747265
Mean	12.61607143
Median Absolute Deviation (MAD)	3
Skewness	-0.5212515718
Sum	1413
Variance	16.16658623
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
16	13	1.2%
13	11	1.0%
14	10	0.9%
17	10	0.9%
10	10	0.9%
12	9	0.8%
11	9	0.8%
8	8	0.7%
18	8	0.7%
7	6	0.5%
Other values (7)	18	1.6%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2	0.2%
3	1	0.1%
4	1	0.1%
5	1	0.1%
7	6	0.5%
8	8	0.7%
9	5	0.4%
10	10	0.9%
11	9	0.8%
12	9	0.8%

Value	Count	Frequency (%)
19	4	0.4%
18	8	0.7%
17	10	0.9%
16	13	1.2%
15	4	0.4%
14	10	0.9%
13	11	1.0%
12	9	0.8%
11	9	0.8%
10	10	0.9%

VINELAND_COPING_V_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	17
Distinct (%)	15.2%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	14.79464286

Minimum	6
Maximum	22
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	6
5-th percentile	9
Q1	12
median	14.5
Q3	18
95-th percentile	20.45
Maximum	22
Range	16
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.78507832
Coefficient of variation (CV)	0.2558411417
Kurtosis	-0.9220307115
Mean	14.79464286
Median Absolute Deviation (MAD)	3.5
Skewness	-0.03388220191
Sum	1657
Variance	14.32681789
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
12	12	1.1%
13	11	1.0%
11	10	0.9%
19	10	0.9%
18	9	0.8%
14	9	0.8%
17	9	0.8%
20	8	0.7%
16	7	0.6%
15	7	0.6%
Other values (7)	20	1.8%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	1	0.1%
7	1	0.1%
8	2	0.2%
9	5	0.4%
10	5	0.4%
11	10	0.9%
12	12	1.1%
13	11	1.0%
14	9	0.8%
15	7	0.6%

Value	Count	Frequency (%)
22	2	0.2%
21	4	0.4%
20	8	0.7%
19	10	0.9%
18	9	0.8%
17	9	0.8%
16	7	0.6%
15	7	0.6%
14	9	0.8%
13	11	1.0%

VINELAND_SOCIAL_STANDARD
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	61
Distinct (%)	54.5%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	89.08928571

Minimum	20
Maximum	138
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	20
5-th percentile	54.55
Q1	75
median	88
Q3	106.25
95-th percentile	124
Maximum	138
Range	118
Interquartile range (IQR)	31.25

Descriptive statistics

Standard deviation	23.03329105
Coefficient of variation (CV)	0.2585416514
Kurtosis	0.1194461193
Mean	89.08928571
Median Absolute Deviation (MAD)	15
Skewness	-0.2542132654
Sum	9978
Variance	530.5324968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
78	8	0.7%
82	5	0.4%
69	4	0.4%
91	4	0.4%
118	4	0.4%
80	4	0.4%
107	3	0.3%
103	3	0.3%
83	3	0.3%
75	3	0.3%
Other values (51)	71	6.4%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	1	0.1%
23	1	0.1%
38	1	0.1%
48	1	0.1%
50	1	0.1%
54	1	0.1%
55	1	0.1%
56	1	0.1%
61	2	0.2%
63	2	0.2%

Value	Count	Frequency (%)
138	1	0.1%
132	1	0.1%
129	1	0.1%
128	1	0.1%
126	1	0.1%
124	2	0.2%
123	1	0.1%
122	2	0.2%
121	2	0.2%
119	2	0.2%

VINELAND_SUM_SCORES
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	85
Distinct (%)	75.9%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	272.0357143

Minimum	128
Maximum	469
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	128
5-th percentile	180.75
Q1	228.75
median	269.5
Q3	308
95-th percentile	357
Maximum	469
Range	341
Interquartile range (IQR)	79.25

Descriptive statistics

Standard deviation	58.1310927
Coefficient of variation (CV)	0.2136891946
Kurtosis	0.4503259588
Mean	272.0357143
Median Absolute Deviation (MAD)	39.5
Skewness	0.1196925392
Sum	30468
Variance	3379.223938
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
259	4	0.4%
308	3	0.3%
281	3	0.3%
228	3	0.3%
260	3	0.3%
348	2	0.2%
269	2	0.2%
357	2	0.2%
280	2	0.2%
196	2	0.2%
Other values (75)	86	7.7%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
128	1	0.1%
136	1	0.1%
138	1	0.1%
174	1	0.1%
177	1	0.1%
178	1	0.1%
183	1	0.1%
184	1	0.1%
195	1	0.1%
196	2	0.2%

Value	Count	Frequency (%)
469	1	0.1%
388	1	0.1%
379	1	0.1%
369	1	0.1%
365	1	0.1%
357	2	0.2%
356	2	0.2%
352	1	0.1%
348	2	0.2%
337	1	0.1%

VINELAND_ABC_STANDARD
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	56
Distinct (%)	50.0%
Missing	1000
Missing (%)	89.9%
Infinite	0
Infinite (%)	0.0%
Mean	89.1875

Minimum	41
Maximum	131
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	41
5-th percentile	59.55
Q1	74
median	88
Q3	102.25
95-th percentile	122.45
Maximum	131
Range	90
Interquartile range (IQR)	28.25

Descriptive statistics

Standard deviation	19.83923279
Coefficient of variation (CV)	0.2224440957
Kurtosis	-0.4856875513
Mean	89.1875
Median Absolute Deviation (MAD)	14
Skewness	0.02417908569
Sum	9989
Variance	393.5951577
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
92	5	0.4%
73	5	0.4%
88	4	0.4%
95	4	0.4%
101	4	0.4%
81	4	0.4%
83	4	0.4%
84	4	0.4%
87	3	0.3%
123	3	0.3%
Other values (46)	72	6.5%
(Missing)	1000	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
41	1	0.1%
44	1	0.1%
45	1	0.1%
57	1	0.1%
58	1	0.1%
59	1	0.1%
60	2	0.2%
63	2	0.2%
64	2	0.2%
65	1	0.1%

Value	Count	Frequency (%)
131	1	0.1%
128	1	0.1%
127	1	0.1%
123	3	0.3%
122	1	0.1%
121	2	0.2%
119	3	0.3%
115	1	0.1%
114	2	0.2%
113	1	0.1%

VINELAND_INFORMANT
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	2
Distinct (%)	1.8%
Missing	1000
Missing (%)	89.9%
Memory size	45.8 KiB

1.0	108
2.0	4

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	336
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	108	9.7%
2.0	4	0.4%
(Missing)	1000	89.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1.0	108	96.4%
2.0	4	3.6%

Most occurring characters

Value	Count	Frequency (%)
.	112	33.3%
0	112	33.3%
1	108	32.1%
2	4	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	224	66.7%
Other Punctuation	112	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	112	50.0%
1	108	48.2%
2	4	1.8%

Other Punctuation

Value	Count	Frequency (%)
.	112	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	336	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	112	33.3%
0	112	33.3%
1	108	32.1%
2	4	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	336	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	112	33.3%
0	112	33.3%
1	108	32.1%
2	4	1.2%

WISC_IV_VCI
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	24
Distinct (%)	43.6%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	112.1090909

Minimum	63
Maximum	144
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	63
5-th percentile	84.6
Q1	100
median	116
Q3	125
95-th percentile	134.6
Maximum	144
Range	81
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	17.1428343
Coefficient of variation (CV)	0.1529120802
Kurtosis	0.03358291745
Mean	112.1090909
Median Absolute Deviation (MAD)	12
Skewness	-0.5608697169
Sum	6166
Variance	293.8767677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
121	7	0.6%
116	7	0.6%
104	5	0.4%
112	4	0.4%
128	4	0.4%
130	3	0.3%
100	2	0.2%
89	2	0.2%
99	2	0.2%
87	2	0.2%
Other values (14)	17	1.5%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
63	1	0.1%
79	2	0.2%
87	2	0.2%
89	2	0.2%
91	2	0.2%
96	1	0.1%
98	1	0.1%
99	2	0.2%
100	2	0.2%
104	5	0.4%

Value	Count	Frequency (%)
144	1	0.1%
140	1	0.1%
136	1	0.1%
134	1	0.1%
132	2	0.2%
130	3	0.3%
128	4	0.4%
126	1	0.1%
124	1	0.1%
121	7	0.6%

WISC_IV_PRI
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	22
Distinct (%)	40.0%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	106.6181818

Minimum	79
Maximum	137
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	79
5-th percentile	85.4
Q1	97
median	106
Q3	116
95-th percentile	129.4
Maximum	137
Range	58
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	13.96754294
Coefficient of variation (CV)	0.1310052629
Kurtosis	-0.4102522523
Mean	106.6181818
Median Absolute Deviation (MAD)	10
Skewness	0.1638074665
Sum	5864
Variance	195.0922559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
92	6	0.5%
102	5	0.4%
115	4	0.4%
108	3	0.3%
121	3	0.3%
104	3	0.3%
117	3	0.3%
127	3	0.3%
98	3	0.3%
112	3	0.3%
Other values (12)	19	1.7%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
79	2	0.2%
84	1	0.1%
86	2	0.2%
92	6	0.5%
94	1	0.1%
96	2	0.2%
98	3	0.3%
100	2	0.2%
102	5	0.4%
104	3	0.3%

Value	Count	Frequency (%)
137	1	0.1%
135	2	0.2%
127	3	0.3%
123	1	0.1%
121	3	0.3%
119	1	0.1%
117	3	0.3%
115	4	0.4%
112	3	0.3%
110	2	0.2%

WISC_IV_WMI
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	20
Distinct (%)	36.4%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	100.6909091

Minimum	56
Maximum	126
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	56
5-th percentile	78.2
Q1	92.5
median	102
Q3	110
95-th percentile	123
Maximum	126
Range	70
Interquartile range (IQR)	17.5

Descriptive statistics

Standard deviation	15.14359995
Coefficient of variation (CV)	0.1503968937
Kurtosis	0.8794273725
Mean	100.6909091
Median Absolute Deviation (MAD)	8
Skewness	-0.7258734986
Sum	5538
Variance	229.3286195
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
107	8	0.7%
94	5	0.4%
97	4	0.4%
113	4	0.4%
91	4	0.4%
120	3	0.3%
80	3	0.3%
102	3	0.3%
110	3	0.3%
104	3	0.3%
Other values (10)	15	1.3%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
56	1	0.1%
59	1	0.1%
74	1	0.1%
80	3	0.3%
83	1	0.1%
86	2	0.2%
88	1	0.1%
91	4	0.4%
94	5	0.4%
97	4	0.4%

Value	Count	Frequency (%)
126	2	0.2%
123	2	0.2%
120	3	0.3%
116	2	0.2%
113	4	0.4%
110	3	0.3%
107	8	0.7%
104	3	0.3%
102	3	0.3%
99	2	0.2%

WISC_IV_PSI
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	21
Distinct (%)	38.2%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	96.69090909

Minimum	68
Maximum	131
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	68
5-th percentile	74.4
Q1	84
median	100
Q3	107.5
95-th percentile	115.9
Maximum	131
Range	63
Interquartile range (IQR)	23.5

Descriptive statistics

Standard deviation	14.30989392
Coefficient of variation (CV)	0.1479962703
Kurtosis	-0.6179365656
Mean	96.69090909
Median Absolute Deviation (MAD)	9
Skewness	-0.02627098406
Sum	5318
Variance	204.773064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
103	6	0.5%
109	6	0.5%
83	5	0.4%
94	4	0.4%
106	4	0.4%
100	4	0.4%
85	3	0.3%
115	3	0.3%
78	3	0.3%
91	3	0.3%
Other values (11)	14	1.3%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
68	1	0.1%
70	1	0.1%
73	1	0.1%
75	1	0.1%
78	3	0.3%
80	2	0.2%
83	5	0.4%
85	3	0.3%
88	1	0.1%
91	3	0.3%

Value	Count	Frequency (%)
131	1	0.1%
123	1	0.1%
118	1	0.1%
115	3	0.3%
112	2	0.2%
109	6	0.5%
106	4	0.4%
103	6	0.5%
100	4	0.4%
97	2	0.2%

WISC_IV_SIM_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	12
Distinct (%)	21.8%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	12.38181818

Minimum	1
Maximum	17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	7.1
Q1	11
median	13
Q3	14.5
95-th percentile	16
Maximum	17
Range	16
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	3.094145661
Coefficient of variation (CV)	0.2498942898
Kurtosis	2.719826013
Mean	12.38181818
Median Absolute Deviation (MAD)	2
Skewness	-1.29114908
Sum	681
Variance	9.573737374
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
13	15	1.3%
16	9	0.8%
12	7	0.6%
10	5	0.4%
15	4	0.4%
11	4	0.4%
14	3	0.3%
9	2	0.2%
8	2	0.2%
5	2	0.2%
Other values (2)	2	0.2%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.1%
5	2	0.2%
8	2	0.2%
9	2	0.2%
10	5	0.4%
11	4	0.4%
12	7	0.6%
13	15	1.3%
14	3	0.3%
15	4	0.4%

Value	Count	Frequency (%)
17	1	0.1%
16	9	0.8%
15	4	0.4%
14	3	0.3%
13	15	1.3%
12	7	0.6%
11	4	0.4%
10	5	0.4%
9	2	0.2%
8	2	0.2%

WISC_IV_VOCAB_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	15
Distinct (%)	27.3%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	11.81818182

Minimum	1
Maximum	18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	5.4
Q1	9.5
median	13
Q3	14
95-th percentile	17
Maximum	18
Range	17
Interquartile range (IQR)	4.5

Descriptive statistics

Standard deviation	3.646870343
Coefficient of variation (CV)	0.3085813367
Kurtosis	0.7049356954
Mean	11.81818182
Median Absolute Deviation (MAD)	2
Skewness	-0.8779886244
Sum	650
Variance	13.2996633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
13	9	0.8%
15	8	0.7%
12	8	0.7%
14	8	0.7%
9	4	0.4%
10	3	0.3%
8	3	0.3%
17	2	0.2%
6	2	0.2%
7	2	0.2%
Other values (5)	6	0.5%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.1%
3	1	0.1%
4	1	0.1%
6	2	0.2%
7	2	0.2%
8	3	0.3%
9	4	0.4%
10	3	0.3%
11	1	0.1%
12	8	0.7%

Value	Count	Frequency (%)
18	2	0.2%
17	2	0.2%
15	8	0.7%
14	8	0.7%
13	9	0.8%
12	8	0.7%
11	1	0.1%
10	3	0.3%
9	4	0.4%
8	3	0.3%

WISC_IV_INFO_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	13
Distinct (%)	23.6%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	12.12727273

Minimum	5
Maximum	17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	5
5-th percentile	6
Q1	10
median	13
Q3	15
95-th percentile	16
Maximum	17
Range	12
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.103489944
Coefficient of variation (CV)	0.2559099654
Kurtosis	-0.5557862917
Mean	12.12727273
Median Absolute Deviation (MAD)	2
Skewness	-0.5436991047
Sum	667
Variance	9.631649832
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
15	9	0.8%
14	8	0.7%
10	6	0.5%
13	6	0.5%
11	5	0.4%
9	4	0.4%
16	4	0.4%
12	4	0.4%
6	3	0.3%
17	2	0.2%
Other values (3)	4	0.4%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	0.1%
6	3	0.3%
7	2	0.2%
8	1	0.1%
9	4	0.4%
10	6	0.5%
11	5	0.4%
12	4	0.4%
13	6	0.5%
14	8	0.7%

Value	Count	Frequency (%)
17	2	0.2%
16	4	0.4%
15	9	0.8%
14	8	0.7%
13	6	0.5%
12	4	0.4%
11	5	0.4%
10	6	0.5%
9	4	0.4%
8	1	0.1%

WISC_IV_BLK_DSN_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	14
Distinct (%)	25.5%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	11.63636364

Minimum	4
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	4
5-th percentile	8
Q1	10
median	11
Q3	13
95-th percentile	17.3
Maximum	19
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.01455504
Coefficient of variation (CV)	0.2590633237
Kurtosis	0.7629419068
Mean	11.63636364
Median Absolute Deviation (MAD)	2
Skewness	0.3717797512
Sum	640
Variance	9.087542088
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
11	13	1.2%
10	10	0.9%
15	6	0.5%
13	6	0.5%
9	5	0.4%
12	4	0.4%
8	3	0.3%
19	2	0.2%
17	1	0.1%
16	1	0.1%
Other values (4)	4	0.4%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	1	0.1%
5	1	0.1%
8	3	0.3%
9	5	0.4%
10	10	0.9%
11	13	1.2%
12	4	0.4%
13	6	0.5%
14	1	0.1%
15	6	0.5%

Value	Count	Frequency (%)
19	2	0.2%
18	1	0.1%
17	1	0.1%
16	1	0.1%
15	6	0.5%
14	1	0.1%
13	6	0.5%
12	4	0.4%
11	13	1.2%
10	10	0.9%

WISC_IV_PIC_CON_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	13
Distinct (%)	23.6%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	9.909090909

Minimum	3
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	3
5-th percentile	4.7
Q1	7
median	11
Q3	12
95-th percentile	14
Maximum	15
Range	12
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.187200834
Coefficient of variation (CV)	0.3216441209
Kurtosis	-0.801485187
Mean	9.909090909
Median Absolute Deviation (MAD)	2
Skewness	-0.4625943265
Sum	545
Variance	10.15824916
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
12	10	0.9%
13	8	0.7%
11	6	0.5%
7	6	0.5%
8	5	0.4%
10	4	0.4%
6	3	0.3%
5	3	0.3%
14	3	0.3%
15	2	0.2%
Other values (3)	5	0.4%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	2	0.2%
4	1	0.1%
5	3	0.3%
6	3	0.3%
7	6	0.5%
8	5	0.4%
9	2	0.2%
10	4	0.4%
11	6	0.5%
12	10	0.9%

Value	Count	Frequency (%)
15	2	0.2%
14	3	0.3%
13	8	0.7%
12	10	0.9%
11	6	0.5%
10	4	0.4%
9	2	0.2%
8	5	0.4%
7	6	0.5%
6	3	0.3%

WISC_IV_MATRIX_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	11
Distinct (%)	20.0%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	11.54545455

Minimum	7
Maximum	19
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	7
5-th percentile	7
Q1	10
median	11
Q3	12.5
95-th percentile	16.3
Maximum	19
Range	12
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	2.651471861
Coefficient of variation (CV)	0.2296550431
Kurtosis	0.4201510832
Mean	11.54545455
Median Absolute Deviation (MAD)	1
Skewness	0.5998517863
Sum	635
Variance	7.03030303
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
11	12	1.1%
10	10	0.9%
12	10	0.9%
15	5	0.4%
13	4	0.4%
7	4	0.4%
9	3	0.3%
17	2	0.2%
16	2	0.2%
8	2	0.2%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	4	0.4%
8	2	0.2%
9	3	0.3%
10	10	0.9%
11	12	1.1%
12	10	0.9%
13	4	0.4%
15	5	0.4%
16	2	0.2%
17	2	0.2%

Value	Count	Frequency (%)
19	1	0.1%
17	2	0.2%
16	2	0.2%
15	5	0.4%
13	4	0.4%
12	10	0.9%
11	12	1.1%
10	10	0.9%
9	3	0.3%
8	2	0.2%

WISC_IV_DIGIT_SPAN_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	13
Distinct (%)	23.6%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	10.12727273

Minimum	2
Maximum	17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	2
5-th percentile	6
Q1	7.5
median	10
Q3	12.5
95-th percentile	15.6
Maximum	17
Range	15
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.232099108
Coefficient of variation (CV)	0.3191480269
Kurtosis	-0.06122914117
Mean	10.12727273
Median Absolute Deviation (MAD)	3
Skewness	0.0486634223
Sum	557
Variance	10.44646465
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
11	9	0.8%
13	7	0.6%
7	7	0.6%
9	6	0.5%
10	6	0.5%
6	5	0.4%
17	3	0.3%
12	3	0.3%
8	3	0.3%
14	3	0.3%
Other values (3)	3	0.3%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	0.1%
4	1	0.1%
6	5	0.4%
7	7	0.6%
8	3	0.3%
9	6	0.5%
10	6	0.5%
11	9	0.8%
12	3	0.3%
13	7	0.6%

Value	Count	Frequency (%)
17	3	0.3%
15	1	0.1%
14	3	0.3%
13	7	0.6%
12	3	0.3%
11	9	0.8%
10	6	0.5%
9	6	0.5%
8	3	0.3%
7	7	0.6%

WISC_IV_LET_NUM_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	13
Distinct (%)	23.6%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	10.36363636

Minimum	2
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	2
5-th percentile	4
Q1	9.5
median	11
Q3	12
95-th percentile	13
Maximum	14
Range	12
Interquartile range (IQR)	2.5

Descriptive statistics

Standard deviation	2.914609664
Coefficient of variation (CV)	0.2812342658
Kurtosis	0.9476406806
Mean	10.36363636
Median Absolute Deviation (MAD)	1
Skewness	-1.352906483
Sum	570
Variance	8.494949495
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
12	17	1.5%
11	13	1.2%
13	7	0.6%
6	4	0.4%
9	3	0.3%
10	2	0.2%
14	2	0.2%
4	2	0.2%
3	1	0.1%
8	1	0.1%
Other values (3)	3	0.3%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	0.1%
3	1	0.1%
4	2	0.2%
5	1	0.1%
6	4	0.4%
7	1	0.1%
8	1	0.1%
9	3	0.3%
10	2	0.2%
11	13	1.2%

Value	Count	Frequency (%)
14	2	0.2%
13	7	0.6%
12	17	1.5%
11	13	1.2%
10	2	0.2%
9	3	0.3%
8	1	0.1%
7	1	0.1%
6	4	0.4%
5	1	0.1%

WISC_IV_CODING_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	11
Distinct (%)	20.0%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	8.763636364

Minimum	4
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	4
5-th percentile	4
Q1	7
median	9
Q3	10.5
95-th percentile	13
Maximum	15
Range	11
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	2.821633598
Coefficient of variation (CV)	0.3219706388
Kurtosis	-0.5076136296
Mean	8.763636364
Median Absolute Deviation (MAD)	2
Skewness	0.157900968
Sum	482
Variance	7.961616162
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
9	9	0.8%
10	7	0.6%
8	7	0.6%
7	6	0.5%
5	5	0.4%
11	4	0.4%
12	4	0.4%
13	4	0.4%
4	4	0.4%
6	3	0.3%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	4	0.4%
5	5	0.4%
6	3	0.3%
7	6	0.5%
8	7	0.6%
9	9	0.8%
10	7	0.6%
11	4	0.4%
12	4	0.4%
13	4	0.4%

Value	Count	Frequency (%)
15	2	0.2%
13	4	0.4%
12	4	0.4%
11	4	0.4%
10	7	0.6%
9	9	0.8%
8	7	0.6%
7	6	0.5%
6	3	0.3%
5	5	0.4%

WISC_IV_SYM_SCALED
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	12
Distinct (%)	21.8%
Missing	1057
Missing (%)	95.1%
Infinite	0
Infinite (%)	0.0%
Mean	9.890909091

Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	8
median	10
Q3	12
95-th percentile	13.3
Maximum	16
Range	15
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.753265585
Coefficient of variation (CV)	0.2783632485
Kurtosis	1.302629264
Mean	9.890909091
Median Absolute Deviation (MAD)	2
Skewness	-0.5284831181
Sum	544
Variance	7.58047138
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
10	12	1.1%
11	8	0.7%
12	8	0.7%
8	7	0.6%
9	5	0.4%
13	4	0.4%
6	3	0.3%
5	3	0.3%
16	2	0.2%
7	1	0.1%
Other values (2)	2	0.2%
(Missing)	1057	95.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.1%
5	3	0.3%
6	3	0.3%
7	1	0.1%
8	7	0.6%
9	5	0.4%
10	12	1.1%
11	8	0.7%
12	8	0.7%
13	4	0.4%

Value	Count	Frequency (%)
16	2	0.2%
14	1	0.1%
13	4	0.4%
12	8	0.7%
11	8	0.7%
10	12	1.1%
9	5	0.4%
8	7	0.6%
7	1	0.1%
6	3	0.3%

EYE_STATUS_AT_SCAN
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	63.1 KiB

1	765
2	347

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1,112
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	2
5th row	2

Common Values

Value	Count	Frequency (%)
1	765	68.8%
2	347	31.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	765	68.8%
2	347	31.2%

Most occurring characters

Value	Count	Frequency (%)
1	765	68.8%
2	347	31.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1112	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	765	68.8%
2	347	31.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	1112	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	765	68.8%
2	347	31.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	765	68.8%
2	347	31.2%

AGE_AT_MPRAGE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	97
Distinct (%)	97.0%
Missing	1012
Missing (%)	91.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.9517

Minimum	8.29
Maximum	17.94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	8.29
5-th percentile	9.6685
Q1	11.265
median	12.945
Q3	14.4625
95-th percentile	16.8965
Maximum	17.94
Range	9.65
Interquartile range (IQR)	3.1975

Descriptive statistics

Standard deviation	2.193554864
Coefficient of variation (CV)	0.1693642428
Kurtosis	-0.3754804416
Mean	12.9517
Median Absolute Deviation (MAD)	1.63
Skewness	0.2478214906
Sum	1295.17
Variance	4.811682939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.56	2	0.2%
13.12	2	0.2%
14.03	2	0.2%
11.16	1	0.1%
12.33	1	0.1%
15.04	1	0.1%
13.46	1	0.1%
14.53	1	0.1%
10.01	1	0.1%
12.24	1	0.1%
Other values (87)	87	7.8%
(Missing)	1012	91.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8.29	1	0.1%
8.49	1	0.1%
9.11	1	0.1%
9.21	1	0.1%
9.26	1	0.1%
9.69	1	0.1%
9.99	1	0.1%
10.01	1	0.1%
10.08	1	0.1%
10.33	1	0.1%

Value	Count	Frequency (%)
17.94	1	0.1%
17.78	1	0.1%
17.71	1	0.1%
17.53	1	0.1%
17.4	1	0.1%
16.87	1	0.1%
16.63	1	0.1%
16.56	1	0.1%
16.03	1	0.1%
15.92	1	0.1%

BMI
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	89
Distinct (%)	94.7%
Missing	1018
Missing (%)	91.5%
Infinite	0
Infinite (%)	0.0%
Mean	20.51925532

Minimum	6.53
Maximum	35.43
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	6.53
5-th percentile	13.64
Q1	17.4225
median	19.945
Q3	22.645
95-th percentile	30.673
Maximum	35.43
Range	28.9
Interquartile range (IQR)	5.2225

Descriptive statistics

Standard deviation	5.244445754
Coefficient of variation (CV)	0.2555865538
Kurtosis	0.9127367968
Mean	20.51925532
Median Absolute Deviation (MAD)	2.645
Skewness	0.7351197091
Sum	1928.81
Variance	27.50421127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.04	2	0.2%
18.18	2	0.2%
13.51	2	0.2%
20.27	2	0.2%
16.98	2	0.2%
24.12	1	0.1%
32.53	1	0.1%
6.53	1	0.1%
21.6	1	0.1%
13.71	1	0.1%
Other values (79)	79	7.1%
(Missing)	1018	91.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6.53	1	0.1%
11.91	1	0.1%
13.42	1	0.1%
13.51	2	0.2%
13.71	1	0.1%
14.06	1	0.1%
14.63	1	0.1%
14.9	1	0.1%
15	1	0.1%
15.04	2	0.2%

Value	Count	Frequency (%)
35.43	1	0.1%
34.77	1	0.1%
34.45	1	0.1%
32.53	1	0.1%
30.79	1	0.1%
30.61	1	0.1%
29.62	1	0.1%
28.69	1	0.1%
28.68	1	0.1%
27.94	1	0.1%

anat_cnr
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1098
Distinct (%)	99.9%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	11.64152656

Minimum	1.5127 × 10^-5
Maximum	51.69180021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1.5127 × 10^-5
5-th percentile	4.805779058
Q1	8.613272519
median	10.966648
Q3	13.18102109
95-th percentile	21.92592207
Maximum	51.69180021
Range	51.69178508
Interquartile range (IQR)	4.567748574

Descriptive statistics

Standard deviation	5.612931869
Coefficient of variation (CV)	0.4821474091
Kurtosis	9.3192179
Mean	11.64152656
Median Absolute Deviation (MAD)	2.305556367
Skewness	2.29460226
Sum	12794.03769
Variance	31.50500416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.124882784	2	0.2%
22.84749432	1	0.1%
8.38275419	1	0.1%
4.227306723	1	0.1%
16.37652825	1	0.1%
16.55209548	1	0.1%
9.463401062	1	0.1%
8.36797184	1	0.1%
16.0297937	1	0.1%
12.1359431	1	0.1%
Other values (1088)	1088	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.5127 × 10^-5	1	0.1%
2.633649449 × 10^-5	1	0.1%
3.346339544 × 10^-5	1	0.1%
4.475408081 × 10^-5	1	0.1%
6.00567138 × 10^-5	1	0.1%
6.053993374 × 10^-5	1	0.1%
6.2718 × 10^-5	1	0.1%
2.687599719	1	0.1%
2.757734859	1	0.1%
2.790305332	1	0.1%

Value	Count	Frequency (%)
51.69180021	1	0.1%
48.20954422	1	0.1%
42.75365915	1	0.1%
41.38708911	1	0.1%
40.81112533	1	0.1%
40.16077476	1	0.1%
39.795267	1	0.1%
36.8063645	1	0.1%
36.34503899	1	0.1%
36.16833061	1	0.1%

anat_efc
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1098
Distinct (%)	99.9%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.079627907

Minimum	-217.5604332
Maximum	33.31837043
Zeros	0
Zeros (%)	0.0%
Negative	36
Negative (%)	3.2%
Memory size	8.8 KiB

Quantile statistics

Minimum	-217.5604332
5-th percentile	0.4083417911
Q1	0.7557640794
median	1.675090471
Q3	3.19733524
95-th percentile	14.75046057
Maximum	33.31837043
Range	250.8788037
Interquartile range (IQR)	2.441571161

Descriptive statistics

Standard deviation	11.43527841
Coefficient of variation (CV)	5.498713672
Kurtosis	149.0742053
Mean	2.079627907
Median Absolute Deviation (MAD)	1.075775829
Skewness	-9.733207898
Sum	2285.51107
Variance	130.7655922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3924290892	2	0.2%
0.458428469	1	0.1%
1.475293667	1	0.1%
0.4384340214	1	0.1%
4.029997841	1	0.1%
-19.29376903	1	0.1%
0.5045446459	1	0.1%
4.031938012	1	0.1%
1.654936223	1	0.1%
1.355894536	1	0.1%
Other values (1088)	1088	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-217.5604332	1	0.1%
-124.2674999	1	0.1%
-89.20412717	1	0.1%
-77.90049096	1	0.1%
-70.72872522	1	0.1%
-66.57709636	1	0.1%
-65.36271451	1	0.1%
-63.01431644	1	0.1%
-54.89881357	1	0.1%
-54.7913859	1	0.1%

Value	Count	Frequency (%)
33.31837043	1	0.1%
25.09053226	1	0.1%
24.02772918	1	0.1%
22.75842926	1	0.1%
21.03115284	1	0.1%
20.90722636	1	0.1%
20.36831456	1	0.1%
20.0632885	1	0.1%
19.55189417	1	0.1%
19.041379	1	0.1%

anat_fber
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1098
Distinct (%)	99.9%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	72.80497076

Minimum	-3.123742768
Maximum	1734.146859
Zeros	0
Zeros (%)	0.0%
Negative	56
Negative (%)	5.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	-3.123742768
5-th percentile	-0.00371319248
Q1	3.898698599
median	10.34174205
Q3	86.02800772
95-th percentile	340.7688529
Maximum	1734.146859
Range	1737.270602
Interquartile range (IQR)	82.12930912

Descriptive statistics

Standard deviation	155.0336405
Coefficient of variation (CV)	2.129437577
Kurtosis	27.6370819
Mean	72.80497076
Median Absolute Deviation (MAD)	9.505317097
Skewness	4.485686883
Sum	80012.66287
Variance	24035.42969
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
607.8230234	2	0.2%
0.9522541943	1	0.1%
141.8541831	1	0.1%
0.1599453542	1	0.1%
1.994099197	1	0.1%
19.53183431	1	0.1%
819.5081512	1	0.1%
64.0894245	1	0.1%
6.318625895	1	0.1%
86.85489342	1	0.1%
Other values (1088)	1088	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.123742768	1	0.1%
-3.014156469	1	0.1%
-1.7138715	1	0.1%
-1.349227336	1	0.1%
-1.340557461	1	0.1%
-1.291647685	1	0.1%
-1.171759903	1	0.1%
-1.130764344	1	0.1%
-1.009277974	1	0.1%
-0.9791163174	1	0.1%

Value	Count	Frequency (%)
1734.146859	1	0.1%
1394.341075	1	0.1%
1093.824829	1	0.1%
1089.176343	1	0.1%
1040.22457	1	0.1%
977.4412301	1	0.1%
937.1688122	1	0.1%
915.4852204	1	0.1%
893.1011966	1	0.1%
877.0078461	1	0.1%

anat_fwhm
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	1098
Distinct (%)	99.9%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.558792824

Minimum	2.533930151
Maximum	5.938324474
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	2.533930151
5-th percentile	2.715019176
Q1	3.088845903
median	3.401204822
Q3	3.831770791
95-th percentile	4.952873978
Maximum	5.938324474
Range	3.404394323
Interquartile range (IQR)	0.7429248876

Descriptive statistics

Standard deviation	0.6763119467
Coefficient of variation (CV)	0.1900397073
Kurtosis	0.4410845834
Mean	3.558792824
Median Absolute Deviation (MAD)	0.3583151781
Skewness	1.013056189
Sum	3911.113314
Variance	0.4573978493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.255102673	2	0.2%
3.485225826	1	0.1%
2.839820942	1	0.1%
3.24303	1	0.1%
4.402390262	1	0.1%
3.725185815	1	0.1%
4.908303451	1	0.1%
3.138357294	1	0.1%
2.723151293	1	0.1%
4.425869183	1	0.1%
Other values (1088)	1088	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.533930151	1	0.1%
2.605430752	1	0.1%
2.608884287	1	0.1%
2.615034343	1	0.1%
2.615606441	1	0.1%
2.616881577	1	0.1%
2.61750121	1	0.1%
2.623868541	1	0.1%
2.626460755	1	0.1%
2.632011838	1	0.1%

Value	Count	Frequency (%)
5.938324474	1	0.1%
5.92833	1	0.1%
5.738319377	1	0.1%
5.630556528	1	0.1%
5.618128099	1	0.1%
5.560168597	1	0.1%
5.557599258	1	0.1%
5.55622496	1	0.1%
5.530800457	1	0.1%
5.501626512	1	0.1%

anat_qi1
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	1098
Distinct (%)	99.9%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.07220874586

Minimum	0.000451496
Maximum	0.2590483255
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0.000451496
5-th percentile	0.0036606195
Q1	0.04001489865
median	0.0609164795
Q3	0.09353427935
95-th percentile	0.1816229217
Maximum	0.2590483255
Range	0.2585968295
Interquartile range (IQR)	0.0535193807

Descriptive statistics

Standard deviation	0.05228311564
Coefficient of variation (CV)	0.7240551684
Kurtosis	0.7935996427
Mean	0.07220874586
Median Absolute Deviation (MAD)	0.0250083936
Skewness	1.032139006
Sum	79.3574117
Variance	0.002733524181
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0063661984	2	0.2%
0.0029817733	1	0.1%
0.024801866	1	0.1%
0.072809132	1	0.1%
0.0446893901	1	0.1%
0.0129452142	1	0.1%
0.1804827955	1	0.1%
0.0484418183	1	0.1%
0.1417607358	1	0.1%
0.0505752773	1	0.1%
Other values (1088)	1088	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.000451496	1	0.1%
0.0006697502	1	0.1%
0.0006799303	1	0.1%
0.0007078457	1	0.1%
0.0007333309	1	0.1%
0.0007633395	1	0.1%
0.0010251428	1	0.1%
0.0010704315	1	0.1%
0.001203901	1	0.1%
0.001247329	1	0.1%

Value	Count	Frequency (%)
0.2590483255	1	0.1%
0.255917739	1	0.1%
0.2497571981	1	0.1%
0.2450861676	1	0.1%
0.2419767339	1	0.1%
0.2386490909	1	0.1%
0.236214306	1	0.1%
0.2323621447	1	0.1%
0.2321574194	1	0.1%
0.2277584626	1	0.1%

anat_snr
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1098
Distinct (%)	99.9%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	48.18579258

Minimum	0.0014000718
Maximum	5957.198529
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0.0014000718
5-th percentile	7.810063167
Q1	12.26275613
median	15.6018415
Q3	21.52838598
95-th percentile	49.87890098
Maximum	5957.198529
Range	5957.197129
Interquartile range (IQR)	9.265629848

Descriptive statistics

Standard deviation	282.7366529
Coefficient of variation (CV)	5.867635204
Kurtosis	222.3116355
Mean	48.18579258
Median Absolute Deviation (MAD)	4.267211013
Skewness	13.55347301
Sum	52956.18605
Variance	79940.01489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.70424158	2	0.2%
9.323462773	1	0.1%
30.61947965	1	0.1%
14.94299104	1	0.1%
24.35370265	1	0.1%
12.16488642	1	0.1%
14.3900085	1	0.1%
15.47834525	1	0.1%
19.08394768	1	0.1%
21.13286141	1	0.1%
Other values (1088)	1088	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0014000718	1	0.1%
0.0042190729	1	0.1%
0.0072809466	1	0.1%
0.0211140435	1	0.1%
0.0231962009	1	0.1%
0.0252881558	1	0.1%
0.0264758469	1	0.1%
4.074630667	1	0.1%
4.516250411	1	0.1%
4.573467889	1	0.1%

Value	Count	Frequency (%)
5957.198529	1	0.1%
3115.9217	1	0.1%
3065.035121	1	0.1%
3012.742412	1	0.1%
2800.469954	1	0.1%
2373.020456	1	0.1%
1700.1773	1	0.1%
1413.929297	1	0.1%
1393.988997	1	0.1%
1163.705569	1	0.1%

func_efc
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1097
Distinct (%)	99.8%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.5087068598

Minimum	0.3523913071
Maximum	0.6682792416
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0.3523913071
5-th percentile	0.3924322597
Q1	0.4712256888
median	0.517312364
Q3	0.550616871
95-th percentile	0.5942621775
Maximum	0.6682792416
Range	0.3158879345
Interquartile range (IQR)	0.07939118225

Descriptive statistics

Standard deviation	0.05983152613
Coefficient of variation (CV)	0.1176149387
Kurtosis	-0.2417579795
Mean	0.5087068598
Median Absolute Deviation (MAD)	0.0385879217
Skewness	-0.4327703683
Sum	559.0688389
Variance	0.003579811519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5420928817	2	0.2%
0.4870140271	2	0.2%
0.5566693026	1	0.1%
0.4779821052	1	0.1%
0.3854002235	1	0.1%
0.5513507955	1	0.1%
0.5575123342	1	0.1%
0.4431826811	1	0.1%
0.5111774196	1	0.1%
0.5418882877	1	0.1%
Other values (1087)	1087	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.3523913071	1	0.1%
0.3534372158	1	0.1%
0.3544604022	1	0.1%
0.3551246917	1	0.1%
0.3562552871	1	0.1%
0.3580737231	1	0.1%
0.3589722088	1	0.1%
0.3590196826	1	0.1%
0.3600288641	1	0.1%
0.3604315478	1	0.1%

Value	Count	Frequency (%)
0.6682792416	1	0.1%
0.6652788292	1	0.1%
0.6585021575	1	0.1%
0.6527518111	1	0.1%
0.6479822442	1	0.1%
0.6381667507	1	0.1%
0.6339325765	1	0.1%
0.6307682998	1	0.1%
0.6275513221	1	0.1%
0.6248011071	1	0.1%

func_fber
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1097
Distinct (%)	99.8%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	100.5484982

Minimum	33.83651294
Maximum	326.544102
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	33.83651294
5-th percentile	51.40009785
Q1	69.04720945
median	87.68133368
Q3	125.7792688
95-th percentile	186.319532
Maximum	326.544102
Range	292.7075891
Interquartile range (IQR)	56.73205931

Descriptive statistics

Standard deviation	43.55297005
Coefficient of variation (CV)	0.4331538592
Kurtosis	2.027807685
Mean	100.5484982
Median Absolute Deviation (MAD)	24.74184499
Skewness	1.290097044
Sum	110502.7996
Variance	1896.8612
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.13118834	2	0.2%
125.7792688	2	0.2%
191.6874811	1	0.1%
132.5732319	1	0.1%
77.98157456	1	0.1%
57.3727731	1	0.1%
57.07473858	1	0.1%
169.9596548	1	0.1%
86.13358109	1	0.1%
137.5473182	1	0.1%
Other values (1087)	1087	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
33.83651294	1	0.1%
39.60208126	1	0.1%
40.85742885	1	0.1%
41.85751493	1	0.1%
42.19727967	1	0.1%
42.35481159	1	0.1%
42.46681937	1	0.1%
42.81900646	1	0.1%
43.36966125	1	0.1%
44.06832168	1	0.1%

Value	Count	Frequency (%)
326.544102	1	0.1%
300.1692808	1	0.1%
289.6565155	1	0.1%
285.2356989	1	0.1%
264.5046737	1	0.1%
261.2942469	1	0.1%
260.2092815	1	0.1%
259.2854715	1	0.1%
258.9064056	1	0.1%
240.8749676	1	0.1%

func_fwhm
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	1096
Distinct (%)	99.7%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	2.116388137

Minimum	1.581107797
Maximum	3.753480876
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	1.581107797
5-th percentile	1.740359221
Q1	1.862772151
median	2.004123454
Q3	2.328370479
95-th percentile	2.784598104
Maximum	3.753480876
Range	2.172373079
Interquartile range (IQR)	0.4655983279

Descriptive statistics

Standard deviation	0.3452822569
Coefficient of variation (CV)	0.163146944
Kurtosis	1.171348141
Mean	2.116388137
Median Absolute Deviation (MAD)	0.1861831526
Skewness	1.167681459
Sum	2325.910562
Variance	0.1192198369
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.340718818	2	0.2%
2.524227328	2	0.2%
1.886946571	2	0.2%
1.856376544	1	0.1%
2.399603328	1	0.1%
1.763963716	1	0.1%
1.951575629	1	0.1%
1.813710551	1	0.1%
2.350245661	1	0.1%
1.864680666	1	0.1%
Other values (1086)	1086	97.7%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.581107797	1	0.1%
1.59524724	1	0.1%
1.614723284	1	0.1%
1.621088661	1	0.1%
1.622818995	1	0.1%
1.628715019	1	0.1%
1.631894851	1	0.1%
1.634760309	1	0.1%
1.640540106	1	0.1%
1.647531941	1	0.1%

Value	Count	Frequency (%)
3.753480876	1	0.1%
3.540689708	1	0.1%
3.489360554	1	0.1%
3.44840672	1	0.1%
3.333241677	1	0.1%
3.290618546	1	0.1%
3.268218909	1	0.1%
3.234611644	1	0.1%
3.217678087	1	0.1%
3.215196302	1	0.1%

func_dvars
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	1097
Distinct (%)	99.8%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.103530605

Minimum	0.7096706494
Maximum	1.571100561
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0.7096706494
5-th percentile	0.9451891179
Q1	1.026977328
median	1.080726744
Q3	1.172068384
95-th percentile	1.323812559
Maximum	1.571100561
Range	0.8614299119
Interquartile range (IQR)	0.1450910565

Descriptive statistics

Standard deviation	0.1178028823
Coefficient of variation (CV)	0.1067508974
Kurtosis	0.7788155316
Mean	1.103530605
Median Absolute Deviation (MAD)	0.0682732949
Skewness	0.6738071684
Sum	1212.780135
Variance	0.01387751908
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9103993599	2	0.2%
1.096437982	2	0.2%
1.024224538	1	0.1%
1.14876798	1	0.1%
1.116674923	1	0.1%
1.019921049	1	0.1%
0.969222095	1	0.1%
1.168483415	1	0.1%
1.174601217	1	0.1%
0.9609237044	1	0.1%
Other values (1087)	1087	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.7096706494	1	0.1%
0.7847321976	1	0.1%
0.7907158692	1	0.1%
0.8194744513	1	0.1%
0.833686437	1	0.1%
0.8351224493	1	0.1%
0.8488826359	1	0.1%
0.8516441123	1	0.1%
0.8522499079	1	0.1%
0.8561700696	1	0.1%

Value	Count	Frequency (%)
1.571100561	1	0.1%
1.548968125	1	0.1%
1.508321906	1	0.1%
1.504706145	1	0.1%
1.499482658	1	0.1%
1.466021897	1	0.1%
1.459986685	1	0.1%
1.45971832	1	0.1%
1.459709515	1	0.1%
1.453217801	1	0.1%

func_outlier
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1097
Distinct (%)	99.8%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.005525124257

Minimum	0.0001820833
Maximum	0.0801582333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0.0001820833
5-th percentile	0.00043095333
Q1	0.0011242631
median	0.00344115
Q3	0.0069767642
95-th percentile	0.01836710536
Maximum	0.0801582333
Range	0.07997615
Interquartile range (IQR)	0.0058525011

Descriptive statistics

Standard deviation	0.006463663634
Coefficient of variation (CV)	1.16986756
Kurtosis	20.25400842
Mean	0.005525124257
Median Absolute Deviation (MAD)	0.00272465
Skewness	3.180979782
Sum	6.072111558
Variance	4.177894757 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0274066667	2	0.2%
0.01704785	2	0.2%
0.0057750556	1	0.1%
0.0089651905	1	0.1%
0.0064546667	1	0.1%
0.0055563333	1	0.1%
0.02762525	1	0.1%
0.0216003333	1	0.1%
0.0061843333	1	0.1%
0.0060504444	1	0.1%
Other values (1087)	1087	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0001820833	1	0.1%
0.0001876667	1	0.1%
0.0001970667	1	0.1%
0.0002035833	1	0.1%
0.000214	1	0.1%
0.0002182917	1	0.1%
0.000218875	1	0.1%
0.000236	1	0.1%
0.0002404667	1	0.1%
0.0002484	1	0.1%

Value	Count	Frequency (%)
0.0801582333	1	0.1%
0.0443058333	1	0.1%
0.0366978	1	0.1%
0.0356167778	1	0.1%
0.03396856	1	0.1%
0.033654	1	0.1%
0.0322764667	1	0.1%
0.03160345	1	0.1%
0.03159565	1	0.1%
0.02991885	1	0.1%

func_quality
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1097
Distinct (%)	99.8%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.01277813038

Minimum	0.0016933026
Maximum	0.0986142022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0.0016933026
5-th percentile	0.00301223625
Q1	0.0063329529
median	0.0100427358
Q3	0.0151894801
95-th percentile	0.03025089608
Maximum	0.0986142022
Range	0.0969208996
Interquartile range (IQR)	0.0088565272

Descriptive statistics

Standard deviation	0.01121154649
Coefficient of variation (CV)	0.8774011659
Kurtosis	18.69952816
Mean	0.01277813038
Median Absolute Deviation (MAD)	0.004217216
Skewness	3.55701576
Sum	14.04316528
Variance	0.0001256987747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0154803215	2	0.2%
0.096560609	2	0.2%
0.0110256915	1	0.1%
0.0147707899	1	0.1%
0.011276992	1	0.1%
0.0173544395	1	0.1%
0.0089656823	1	0.1%
0.0022708668	1	0.1%
0.0221779707	1	0.1%
0.0081479471	1	0.1%
Other values (1087)	1087	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0016933026	1	0.1%
0.0017371001	1	0.1%
0.0017470056	1	0.1%
0.0018301975	1	0.1%
0.0020003988	1	0.1%
0.0020171864	1	0.1%
0.0020639592	1	0.1%
0.0020730958	1	0.1%
0.0021155062	1	0.1%
0.0021628103	1	0.1%

Value	Count	Frequency (%)
0.0986142022	1	0.1%
0.096560609	2	0.2%
0.0946620127	1	0.1%
0.0838321978	1	0.1%
0.0833929482	1	0.1%
0.082678264	1	0.1%
0.0753179248	1	0.1%
0.0726282433	1	0.1%
0.0695575333	1	0.1%
0.0679306617	1	0.1%

func_mean_fd
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1097
Distinct (%)	99.8%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.1311382432

Minimum	0.0161171065
Maximum	1.434911749
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0.0161171065
5-th percentile	0.03012053155
Q1	0.05088801175
median	0.0831633456
Q3	0.1434788863
95-th percentile	0.3913830207
Maximum	1.434911749
Range	1.418794642
Interquartile range (IQR)	0.09259087455

Descriptive statistics

Standard deviation	0.1577280329
Coefficient of variation (CV)	1.202761521
Kurtosis	20.80234657
Mean	0.1311382432
Median Absolute Deviation (MAD)	0.0382794494
Skewness	4.007492775
Sum	144.1209293
Variance	0.02487813236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.139748362	2	0.2%
0.2073431776	2	0.2%
0.0324958186	1	0.1%
0.0668904969	1	0.1%
0.0728397562	1	0.1%
0.1285529156	1	0.1%
0.0958783721	1	0.1%
0.0890275283	1	0.1%
0.0977247798	1	0.1%
0.0749657769	1	0.1%
Other values (1087)	1087	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0161171065	1	0.1%
0.0179937252	1	0.1%
0.0197420111	1	0.1%
0.0208198472	1	0.1%
0.0212546229	1	0.1%
0.021462884	1	0.1%
0.0215034865	1	0.1%
0.0220763079	1	0.1%
0.0223012531	1	0.1%
0.0223727168	1	0.1%

Value	Count	Frequency (%)
1.434911749	1	0.1%
1.324696825	1	0.1%
1.224342688	1	0.1%
1.198905856	1	0.1%
1.139748362	2	0.2%
1.094517256	1	0.1%
1.056252838	1	0.1%
1.05222853	1	0.1%
1.030538011	1	0.1%
1.012197717	1	0.1%

func_num_fd
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	153
Distinct (%)	13.9%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	27.21838035

Minimum	0
Maximum	288
Zeros	157
Zeros (%)	14.1%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	9
Q3	33
95-th percentile	123.4
Maximum	288
Range	288
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	42.75758317
Coefficient of variation (CV)	1.570908431
Kurtosis	7.554736581
Mean	27.21838035
Median Absolute Deviation (MAD)	9
Skewness	2.581581477
Sum	29913
Variance	1828.210919
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	157	14.1%
1	106	9.5%
2	61	5.5%
3	52	4.7%
8	39	3.5%
4	36	3.2%
7	33	3.0%
5	26	2.3%
10	25	2.2%
6	24	2.2%
Other values (143)	540	48.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	157	14.1%
1	106	9.5%
2	61	5.5%
3	52	4.7%
4	36	3.2%
5	26	2.3%
6	24	2.2%
7	33	3.0%
8	39	3.5%
9	19	1.7%

Value	Count	Frequency (%)
288	1	0.1%
274	1	0.1%
254	1	0.1%
251	1	0.1%
240	1	0.1%
223	3	0.3%
215	1	0.1%
213	1	0.1%
197	1	0.1%
196	1	0.1%

func_perc_fd
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	451
Distinct (%)	41.0%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	12.95282587

Minimum	0
Maximum	91.73553719
Zeros	157
Zeros (%)	14.1%
Negative	0
Negative (%)	0.0%
Memory size	8.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.9950248756
median	4.972375691
Q3	16.97798486
95-th percentile	56.25015419
Maximum	91.73553719
Range	91.73553719
Interquartile range (IQR)	15.98295999

Descriptive statistics

Standard deviation	18.21667123
Coefficient of variation (CV)	1.406385866
Kurtosis	3.606453968
Mean	12.95282587
Median Absolute Deviation (MAD)	4.972375691
Skewness	1.983002178
Sum	14235.15563
Variance	331.8471105
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	157	14.1%
0.5524861878	48	4.3%
1.104972376	20	1.8%
1.657458564	14	1.3%
0.826446281	14	1.3%
2.209944751	13	1.2%
0.6622516556	12	1.1%
0.9950248756	9	0.8%
0.9966777409	9	0.8%
6.611570248	9	0.8%
Other values (441)	794	71.4%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	157	14.1%
0.3322259136	8	0.7%
0.3984063745	4	0.4%
0.4149377593	7	0.6%
0.4739336493	2	0.2%
0.4975124378	2	0.2%
0.5524861878	48	4.3%
0.6369426752	1	0.1%
0.6622516556	12	1.1%
0.6644518272	7	0.6%

Value	Count	Frequency (%)
91.73553719	1	0.1%
91.02990033	1	0.1%
89.71962617	1	0.1%
89.05472637	1	0.1%
88.42975207	1	0.1%
84.38538206	1	0.1%
83.88625592	1	0.1%
83.38870432	1	0.1%
80.49792531	1	0.1%
77.68595041	2	0.2%

func_gsr
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	1097
Distinct (%)	99.8%
Missing	13
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.02841552469

Minimum	-0.0158118587
Maximum	0.1042251438
Zeros	0
Zeros (%)	0.0%
Negative	162
Negative (%)	14.6%
Memory size	8.8 KiB

Quantile statistics

Minimum	-0.0158118587
5-th percentile	-0.00703641833
Q1	0.01307549095
median	0.031101834
Q3	0.04282148745
95-th percentile	0.0611214455
Maximum	0.1042251438
Range	0.1200370025
Interquartile range (IQR)	0.0297459965

Descriptive statistics

Standard deviation	0.02106960751
Coefficient of variation (CV)	0.7414822615
Kurtosis	-0.5223787308
Mean	0.02841552469
Median Absolute Deviation (MAD)	0.014553478
Skewness	-0.08993387301
Sum	31.22866163
Variance	0.0004439283606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0373066626	2	0.2%
0.0400149785	2	0.2%
-0.0049139853	1	0.1%
0.0128458198	1	0.1%
0.0397666655	1	0.1%
0.0344842486	1	0.1%
0.0503233336	1	0.1%
0.0177757107	1	0.1%
0.0287917238	1	0.1%
0.0533108003	1	0.1%
Other values (1087)	1087	97.8%
(Missing)	13	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.0158118587	1	0.1%
-0.0156175736	1	0.1%
-0.0141413426	1	0.1%
-0.0134338429	1	0.1%
-0.0131613612	1	0.1%
-0.0123883551	1	0.1%
-0.012187901	1	0.1%
-0.0115856174	1	0.1%
-0.011526688	1	0.1%
-0.0113357566	1	0.1%

Value	Count	Frequency (%)
0.1042251438	1	0.1%
0.0825827196	1	0.1%
0.0804775879	1	0.1%
0.0792965293	1	0.1%
0.0789545998	1	0.1%
0.0782924965	1	0.1%
0.0763458014	1	0.1%
0.0759482831	1	0.1%
0.0755242109	1	0.1%
0.0754583329	1	0.1%

qc_rater_1
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	64.4 KiB

OK	997
fail	111
maybe	4

Length

Max length	5
Median length	2
Mean length	2.210431655
Min length	2

Characters and Unicode

Total characters	2,458
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	fail
2nd row	OK
3rd row	OK
4th row	OK
5th row	OK

Common Values

Value	Count	Frequency (%)
OK	997	89.7%
fail	111	10.0%
maybe	4	0.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
ok	997	89.7%
fail	111	10.0%
maybe	4	0.4%

Most occurring characters

Value	Count	Frequency (%)
O	997	40.6%
K	997	40.6%
a	115	4.7%
f	111	4.5%
i	111	4.5%
l	111	4.5%
m	4	0.2%
y	4	0.2%
b	4	0.2%
e	4	0.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1994	81.1%
Lowercase Letter	464	18.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	115	24.8%
f	111	23.9%
i	111	23.9%
l	111	23.9%
m	4	0.9%
y	4	0.9%
b	4	0.9%
e	4	0.9%

Uppercase Letter

Value	Count	Frequency (%)
O	997	50.0%
K	997	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2458	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	997	40.6%
K	997	40.6%
a	115	4.7%
f	111	4.5%
i	111	4.5%
l	111	4.5%
m	4	0.2%
y	4	0.2%
b	4	0.2%
e	4	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2458	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	997	40.6%
K	997	40.6%
a	115	4.7%
f	111	4.5%
i	111	4.5%
l	111	4.5%
m	4	0.2%
y	4	0.2%
b	4	0.2%
e	4	0.2%

qc_notes_rater_1
Categorical

HIGH CORRELATION
MISSING

Distinct	18
Distinct (%)	46.2%
Missing	1073
Missing (%)	96.5%
Memory size	36.6 KiB

dorsal cropped	16
**Not recommended with niak	4
ventral edge is cropped	4
registration error (dparsf)	1
frontal lob gone, rest of brain warped	1
Other values (13)	13

Length

Max length	38
Median length	22
Mean length	20.76923077
Min length	10

Characters and Unicode

Total characters	810
Distinct characters	34
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15 ?
Unique (%)	38.5%

Sample

1st row	dorsal cropped
2nd row	cerebellum & brainstem cropped
3rd row	misshapen right frontal lobe
4th row	left frontal low signal
5th row	frontal lobe hole. Sinus?

Common Values

Value	Count	Frequency (%)
dorsal cropped	16	1.4%
**Not recommended with niak	4	0.4%
ventral edge is cropped	4	0.4%
registration error (dparsf)	1	0.1%
frontal lob gone, rest of brain warped	1	0.1%
tip of frontal lobe cropped	1	0.1%
cerebellum & brainstem cropped	1	0.1%
front left cropped. Registration error	1	0.1%
left frontal low signal	1	0.1%
skullstrip error?	1	0.1%
Other values (8)	8	0.7%
(Missing)	1073	96.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cropped	24	19.8%
dorsal	17	14.0%
frontal	6	5.0%
lobe	5	4.1%
not	5	4.1%
error	4	3.3%
with	4	3.3%
ventral	4	3.3%
edge	4	3.3%
recommended	4	3.3%
Other values (29)	44	36.4%

Most occurring characters

Value	Count	Frequency (%)
r	88	10.9%
o	84	10.4%
	82	10.1%
e	74	9.1%
d	59	7.3%
p	54	6.7%
l	50	6.2%
a	45	5.6%
t	40	4.9%
s	37	4.6%
Other values (24)	197	24.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	702	86.7%
Space Separator	82	10.1%
Other Punctuation	16	2.0%
Uppercase Letter	8	1.0%
Open Punctuation	1	0.1%
Close Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	88	12.5%
o	84	12.0%
e	74	10.5%
d	59	8.4%
p	54	7.7%
l	50	7.1%
a	45	6.4%
t	40	5.7%
s	37	5.3%
c	32	4.6%
Other values (13)	139	19.8%

Other Punctuation

Value	Count	Frequency (%)
*	8	50.0%
.	4	25.0%
?	2	12.5%
&	1	6.2%
,	1	6.2%

Uppercase Letter

Value	Count	Frequency (%)
N	5	62.5%
R	2	25.0%
S	1	12.5%

Space Separator

Value	Count	Frequency (%)
	82	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	710	87.7%
Common	100	12.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	88	12.4%
o	84	11.8%
e	74	10.4%
d	59	8.3%
p	54	7.6%
l	50	7.0%
a	45	6.3%
t	40	5.6%
s	37	5.2%
c	32	4.5%
Other values (16)	147	20.7%

Common

Value	Count	Frequency (%)
	82	82.0%
*	8	8.0%
.	4	4.0%
?	2	2.0%
&	1	1.0%
,	1	1.0%
(	1	1.0%
)	1	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	810	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	88	10.9%
o	84	10.4%
	82	10.1%
e	74	9.1%
d	59	7.3%
p	54	6.7%
l	50	6.2%
a	45	5.6%
t	40	4.9%
s	37	4.6%
Other values (24)	197	24.3%

qc_anat_rater_2
Categorical

HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	0.3%
Missing	12
Missing (%)	1.1%
Memory size	64.5 KiB

OK	866
maybe	194
fail	40

Length

Max length	5
Median length	2
Mean length	2.601818182
Min length	2

Characters and Unicode

Total characters	2,862
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	OK
2nd row	OK
3rd row	OK
4th row	OK
5th row	OK

Common Values

Value	Count	Frequency (%)
OK	866	77.9%
maybe	194	17.4%
fail	40	3.6%
(Missing)	12	1.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
ok	866	78.7%
maybe	194	17.6%
fail	40	3.6%

Most occurring characters

Value	Count	Frequency (%)
O	866	30.3%
K	866	30.3%
a	234	8.2%
m	194	6.8%
y	194	6.8%
b	194	6.8%
e	194	6.8%
f	40	1.4%
i	40	1.4%
l	40	1.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1732	60.5%
Lowercase Letter	1130	39.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	234	20.7%
m	194	17.2%
y	194	17.2%
b	194	17.2%
e	194	17.2%
f	40	3.5%
i	40	3.5%
l	40	3.5%

Uppercase Letter

Value	Count	Frequency (%)
O	866	50.0%
K	866	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2862	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	866	30.3%
K	866	30.3%
a	234	8.2%
m	194	6.8%
y	194	6.8%
b	194	6.8%
e	194	6.8%
f	40	1.4%
i	40	1.4%
l	40	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2862	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	866	30.3%
K	866	30.3%
a	234	8.2%
m	194	6.8%
y	194	6.8%
b	194	6.8%
e	194	6.8%
f	40	1.4%
i	40	1.4%
l	40	1.4%

qc_anat_notes_rater_2
Categorical

HIGH CORRELATION
MISSING

Distinct	16
Distinct (%)	5.8%
Missing	837
Missing (%)	75.3%
Memory size	46.3 KiB

skull-striping fail	98
skull-striping fail;	59
skull-striping fail; Motion	30
stripe	29
Motion	22
Other values (11)	37

Length

Max length	37
Median length	19
Mean length	17.45818182
Min length	6

Characters and Unicode

Total characters	4,801
Distinct characters	24
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	1.8%

Sample

1st row	skull-striping fail
2nd row	skull-striping fail
3rd row	skull-striping fail
4th row	skull-striping fail
5th row	skull-striping fail

Common Values

Value	Count	Frequency (%)
skull-striping fail	98	8.8%
skull-striping fail;	59	5.3%
skull-striping fail; Motion	30	2.7%
stripe	29	2.6%
Motion	22	2.0%
motion	15	1.3%
skull-striping fail; motion artefacts	5	0.4%
large-ventricals	5	0.4%
motion, large ventricles	3	0.3%
motion artefacts	2	0.2%
Other values (6)	7	0.6%
(Missing)	837	75.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
fail	197	37.2%
skull-striping	197	37.2%
motion	81	15.3%
stripe	29	5.5%
artefacts	7	1.3%
large-ventricals	5	0.9%
large	4	0.8%
ventricles	4	0.8%
bad	2	0.4%
cerebellum	1	0.2%
Other values (3)	3	0.6%

Most occurring characters

Value	Count	Frequency (%)
i	711	14.8%
l	614	12.8%
s	439	9.1%
t	331	6.9%
n	288	6.0%
	255	5.3%
r	253	5.3%
a	227	4.7%
p	226	4.7%
g	206	4.3%
Other values (14)	1251	26.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4188	87.2%
Space Separator	255	5.3%
Dash Punctuation	203	4.2%
Other Punctuation	102	2.1%
Uppercase Letter	53	1.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	711	17.0%
l	614	14.7%
s	439	10.5%
t	331	7.9%
n	288	6.9%
r	253	6.0%
a	227	5.4%
p	226	5.4%
g	206	4.9%
f	205	4.9%
Other values (9)	688	16.4%

Other Punctuation

Value	Count	Frequency (%)
;	99	97.1%
,	3	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	203	100.0%

Space Separator

Value	Count	Frequency (%)
	255	100.0%

Uppercase Letter

Value	Count	Frequency (%)
M	53	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4241	88.3%
Common	560	11.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	711	16.8%
l	614	14.5%
s	439	10.4%
t	331	7.8%
n	288	6.8%
r	253	6.0%
a	227	5.4%
p	226	5.3%
g	206	4.9%
f	205	4.8%
Other values (10)	741	17.5%

Common

Value	Count	Frequency (%)
	255	45.5%
-	203	36.2%
;	99	17.7%
,	3	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4801	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	711	14.8%
l	614	12.8%
s	439	9.1%
t	331	6.9%
n	288	6.0%
	255	5.3%
r	253	5.3%
a	227	4.7%
p	226	4.7%
g	206	4.3%
Other values (14)	1251	26.1%

qc_func_rater_2
Categorical

HIGH CORRELATION
MISSING

Distinct	3
Distinct (%)	0.3%
Missing	12
Missing (%)	1.1%
Memory size	64.6 KiB

OK	842
maybe	207
fail	51

Length

Max length	5
Median length	2
Mean length	2.657272727
Min length	2

Characters and Unicode

Total characters	2,923
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	fail
2nd row	OK
3rd row	OK
4th row	maybe
5th row	maybe

Common Values

Value	Count	Frequency (%)
OK	842	75.7%
maybe	207	18.6%
fail	51	4.6%
(Missing)	12	1.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
ok	842	76.5%
maybe	207	18.8%
fail	51	4.6%

Most occurring characters

Value	Count	Frequency (%)
O	842	28.8%
K	842	28.8%
a	258	8.8%
m	207	7.1%
y	207	7.1%
b	207	7.1%
e	207	7.1%
f	51	1.7%
i	51	1.7%
l	51	1.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1684	57.6%
Lowercase Letter	1239	42.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	258	20.8%
m	207	16.7%
y	207	16.7%
b	207	16.7%
e	207	16.7%
f	51	4.1%
i	51	4.1%
l	51	4.1%

Uppercase Letter

Value	Count	Frequency (%)
O	842	50.0%
K	842	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2923	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	842	28.8%
K	842	28.8%
a	258	8.8%
m	207	7.1%
y	207	7.1%
b	207	7.1%
e	207	7.1%
f	51	1.7%
i	51	1.7%
l	51	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2923	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	842	28.8%
K	842	28.8%
a	258	8.8%
m	207	7.1%
y	207	7.1%
b	207	7.1%
e	207	7.1%
f	51	1.7%
i	51	1.7%
l	51	1.7%

qc_func_notes_rater_2
Categorical

HIGH CORRELATION
MISSING

Distinct	25
Distinct (%)	9.7%
Missing	853
Missing (%)	76.7%
Memory size	45.6 KiB

ic-cerebellum	130
Ic-parietal	27
ic-cerebellum-temporal_lobe	16
ic-cerebellum_temporal_lobe	16
ic-parietal-cerebellum	13
Other values (20)	57

Length

Max length	39
Median length	13
Mean length	17.39382239
Min length	2

Characters and Unicode

Total characters	4,505
Distinct characters	32
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	3.5%

Sample

1st row	ic-parietal-cerebellum
2nd row	ic-parietal-cerebellum
3rd row	ic-parietal slight
4th row	ic-cerebellum_temporal_lob
5th row	ic-parietal-cerebellum

Common Values

Value	Count	Frequency (%)
ic-cerebellum	130	11.7%
Ic-parietal	27	2.4%
ic-cerebellum-temporal_lobe	16	1.4%
ic-cerebellum_temporal_lobe	16	1.4%
ic-parietal-cerebellum	13	1.2%
ic-cerebellum_temporal_lob	9	0.8%
ic-frontal-temporal-cerebellum	8	0.7%
Ic-parietal-minor	6	0.5%
ic-temporal-cerebellum	6	0.5%
ic-parietal slight	4	0.4%
Other values (15)	24	2.2%
(Missing)	853	76.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ic-cerebellum	132	47.3%
ic-parietal	33	11.8%
ic-cerebellum_temporal_lobe	16	5.7%
ic-cerebellum-temporal_lobe	16	5.7%
ic-parietal-cerebellum	13	4.7%
ic-cerebellum_temporal_lob	9	3.2%
ic-frontal-temporal-cerebellum	8	2.9%
ic-temporal-cerebellum	6	2.2%
ic-parietal-minor	6	2.2%
slight	4	1.4%
Other values (24)	36	12.9%

Most occurring characters

Value	Count	Frequency (%)
e	796	17.7%
l	615	13.7%
c	471	10.5%
r	363	8.1%
-	335	7.4%
i	301	6.7%
m	292	6.5%
b	258	5.7%
u	215	4.8%
a	213	4.7%
Other values (22)	646	14.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4031	89.5%
Dash Punctuation	335	7.4%
Connector Punctuation	72	1.6%
Uppercase Letter	45	1.0%
Space Separator	20	0.4%
Other Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	796	19.7%
l	615	15.3%
c	471	11.7%
r	363	9.0%
i	301	7.5%
m	292	7.2%
b	258	6.4%
u	215	5.3%
a	213	5.3%
t	151	3.7%
Other values (11)	356	8.8%

Uppercase Letter

Value	Count	Frequency (%)
I	37	82.2%
C	3	6.7%
O	1	2.2%
K	1	2.2%
L	1	2.2%
P	1	2.2%
F	1	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	335	100.0%

Space Separator

Value	Count	Frequency (%)
	20	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	72	100.0%

Other Punctuation

Value	Count	Frequency (%)
;	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4076	90.5%
Common	429	9.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	796	19.5%
l	615	15.1%
c	471	11.6%
r	363	8.9%
i	301	7.4%
m	292	7.2%
b	258	6.3%
u	215	5.3%
a	213	5.2%
t	151	3.7%
Other values (18)	401	9.8%

Common

Value	Count	Frequency (%)
-	335	78.1%
_	72	16.8%
	20	4.7%
;	2	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4505	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	796	17.7%
l	615	13.7%
c	471	10.5%
r	363	8.1%
-	335	7.4%
i	301	6.7%
m	292	6.5%
b	258	5.7%
u	215	4.8%
a	213	4.7%
Other values (22)	646	14.3%

qc_anat_rater_3
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	1
Missing (%)	0.1%
Memory size	64.4 KiB

OK	1003
fail	108

Length

Max length	4
Median length	2
Mean length	2.194419442
Min length	2

Characters and Unicode

Total characters	2,438
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	OK
2nd row	OK
3rd row	OK
4th row	OK
5th row	OK

Common Values

Value	Count	Frequency (%)
OK	1003	90.2%
fail	108	9.7%
(Missing)	1	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
ok	1003	90.3%
fail	108	9.7%

Most occurring characters

Value	Count	Frequency (%)
O	1003	41.1%
K	1003	41.1%
f	108	4.4%
a	108	4.4%
i	108	4.4%
l	108	4.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2006	82.3%
Lowercase Letter	432	17.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
f	108	25.0%
a	108	25.0%
i	108	25.0%
l	108	25.0%

Uppercase Letter

Value	Count	Frequency (%)
O	1003	50.0%
K	1003	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2438	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	1003	41.1%
K	1003	41.1%
f	108	4.4%
a	108	4.4%
i	108	4.4%
l	108	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2438	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	1003	41.1%
K	1003	41.1%
f	108	4.4%
a	108	4.4%
i	108	4.4%
l	108	4.4%

qc_anat_notes_rater_3
Categorical

HIGH CORRELATION
MISSING

Distinct	7
Distinct (%)	6.5%
Missing	1004
Missing (%)	90.3%
Memory size	38.5 KiB

headmotion	62
noise	18
half head	11
no T1, T2	10
less headmotion	5
Other values (2)	2

Length

Max length	15
Median length	10
Mean length	9.268518519
Min length	5

Characters and Unicode

Total characters	1,001
Distinct characters	23
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	1.9%

Sample

1st row	noise
2nd row	noise
3rd row	noise
4th row	headmotion
5th row	headmotion

Common Values

Value	Count	Frequency (%)
headmotion	62	5.6%
noise	18	1.6%
half head	11	1.0%
no T1, T2	10	0.9%
less headmotion	5	0.4%
quality check	1	0.1%
no anat images	1	0.1%
(Missing)	1004	90.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
headmotion	67	45.6%
noise	18	12.2%
head	11	7.5%
half	11	7.5%
no	11	7.5%
t2	10	6.8%
t1	10	6.8%
less	5	3.4%
quality	1	0.7%
images	1	0.7%
Other values (2)	2	1.4%

Most occurring characters

Value	Count	Frequency (%)
o	163	16.3%
e	103	10.3%
n	97	9.7%
a	93	9.3%
h	90	9.0%
i	87	8.7%
d	78	7.8%
t	69	6.9%
m	68	6.8%
	39	3.9%
Other values (13)	114	11.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	912	91.1%
Space Separator	39	3.9%
Uppercase Letter	20	2.0%
Decimal Number	20	2.0%
Other Punctuation	10	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	163	17.9%
e	103	11.3%
n	97	10.6%
a	93	10.2%
h	90	9.9%
i	87	9.5%
d	78	8.6%
t	69	7.6%
m	68	7.5%
s	29	3.2%
Other values (8)	35	3.8%

Decimal Number

Value	Count	Frequency (%)
1	10	50.0%
2	10	50.0%

Space Separator

Value	Count	Frequency (%)
	39	100.0%

Uppercase Letter

Value	Count	Frequency (%)
T	20	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	932	93.1%
Common	69	6.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	163	17.5%
e	103	11.1%
n	97	10.4%
a	93	10.0%
h	90	9.7%
i	87	9.3%
d	78	8.4%
t	69	7.4%
m	68	7.3%
s	29	3.1%
Other values (9)	55	5.9%

Common

Value	Count	Frequency (%)
	39	56.5%
1	10	14.5%
,	10	14.5%
2	10	14.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1001	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	163	16.3%
e	103	10.3%
n	97	9.7%
a	93	9.3%
h	90	9.0%
i	87	8.7%
d	78	7.8%
t	69	6.9%
m	68	6.8%
	39	3.9%
Other values (13)	114	11.4%

qc_func_rater_3
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	1
Missing (%)	0.1%
Memory size	64.3 KiB

OK	1035
fail	76

Length

Max length	4
Median length	2
Mean length	2.136813681
Min length	2

Characters and Unicode

Total characters	2,374
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	fail
2nd row	OK
3rd row	OK
4th row	OK
5th row	OK

Common Values

Value	Count	Frequency (%)
OK	1035	93.1%
fail	76	6.8%
(Missing)	1	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
ok	1035	93.2%
fail	76	6.8%

Most occurring characters

Value	Count	Frequency (%)
O	1035	43.6%
K	1035	43.6%
f	76	3.2%
a	76	3.2%
i	76	3.2%
l	76	3.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2070	87.2%
Lowercase Letter	304	12.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
f	76	25.0%
a	76	25.0%
i	76	25.0%
l	76	25.0%

Uppercase Letter

Value	Count	Frequency (%)
O	1035	50.0%
K	1035	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2374	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	1035	43.6%
K	1035	43.6%
f	76	3.2%
a	76	3.2%
i	76	3.2%
l	76	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2374	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	1035	43.6%
K	1035	43.6%
f	76	3.2%
a	76	3.2%
i	76	3.2%
l	76	3.2%

qc_func_notes_rater_3
Categorical

HIGH CORRELATION
MISSING

Distinct	47
Distinct (%)	61.8%
Missing	1036
Missing (%)	93.2%
Memory size	37.5 KiB

no func images	11
no T1	11
ERROR #5	3
bad quality	2
bad T1	2
Other values (42)	47

Length

Max length	29
Median length	9
Mean length	9.815789474
Min length	5

Characters and Unicode

Total characters	746
Distinct characters	36
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	37 ?
Unique (%)	48.7%

Sample

1st row	ERROR #24
2nd row	ERROR #184
3rd row	ERROR #46
4th row	no func images
5th row	no func images

Common Values

Value	Count	Frequency (%)
no func images	11	1.0%
no T1	11	1.0%
ERROR #5	3	0.3%
bad quality	2	0.2%
bad T1	2	0.2%
ERROR #216	2	0.2%
ERROR #17	2	0.2%
ERROR #46	2	0.2%
ERROR #1	2	0.2%
ERROR #52	2	0.2%
Other values (37)	37	3.3%
(Missing)	1036	93.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
error	49	28.8%
no	22	12.9%
t1	13	7.6%
func	11	6.5%
images	11	6.5%
bad	4	2.4%
5	3	1.8%
change	2	1.2%
any	2	1.2%
46	2	1.2%
Other values (43)	51	30.0%

Most occurring characters

Value	Count	Frequency (%)
R	147	19.7%
	94	12.6%
E	49	6.6%
O	49	6.6%
#	49	6.6%
n	39	5.2%
1	38	5.1%
o	26	3.5%
a	21	2.8%
2	18	2.4%
Other values (26)	216	29.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	258	34.6%
Lowercase Letter	212	28.4%
Decimal Number	121	16.2%
Space Separator	94	12.6%
Other Punctuation	61	8.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	39	18.4%
o	26	12.3%
a	21	9.9%
e	15	7.1%
u	13	6.1%
c	13	6.1%
i	13	6.1%
m	13	6.1%
g	13	6.1%
f	11	5.2%
Other values (9)	35	16.5%

Decimal Number

Value	Count	Frequency (%)
1	38	31.4%
2	18	14.9%
8	11	9.1%
5	11	9.1%
6	10	8.3%
4	9	7.4%
0	9	7.4%
7	7	5.8%
3	5	4.1%
9	3	2.5%

Uppercase Letter

Value	Count	Frequency (%)
R	147	57.0%
E	49	19.0%
O	49	19.0%
T	13	5.0%

Other Punctuation

Value	Count	Frequency (%)
#	49	80.3%
?	12	19.7%

Space Separator

Value	Count	Frequency (%)
	94	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	470	63.0%
Common	276	37.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
R	147	31.3%
E	49	10.4%
O	49	10.4%
n	39	8.3%
o	26	5.5%
a	21	4.5%
e	15	3.2%
u	13	2.8%
c	13	2.8%
i	13	2.8%
Other values (13)	85	18.1%

Common

Value	Count	Frequency (%)
	94	34.1%
#	49	17.8%
1	38	13.8%
2	18	6.5%
?	12	4.3%
8	11	4.0%
5	11	4.0%
6	10	3.6%
4	9	3.3%
0	9	3.3%
Other values (3)	15	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	746	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
R	147	19.7%
	94	12.6%
E	49	6.6%
O	49	6.6%
#	49	6.6%
n	39	5.2%
1	38	5.1%
o	26	3.5%
a	21	2.8%
2	18	2.4%
Other values (26)	216	29.0%

SUB_IN_SMP
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	63.1 KiB

1	763
0	349

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1,112
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
1	763	68.6%
0	349	31.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	763	68.6%
0	349	31.4%

Most occurring characters

Value	Count	Frequency (%)
1	763	68.6%
0	349	31.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1112	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	763	68.6%
0	349	31.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	1112	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	763	68.6%
0	349	31.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1112	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	763	68.6%
0	349	31.4%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Unnamed: 0	Unnamed: 0.1	SUB_ID	X	subject	SITE_ID	FILE_ID	DX_GROUP	DSM_IV_TR	AGE_AT_SCAN	SEX	HANDEDNESS_CATEGORY	HANDEDNESS_SCORES	FIQ	VIQ	PIQ	FIQ_TEST_TYPE	VIQ_TEST_TYPE	PIQ_TEST_TYPE	ADI_R_SOCIAL_TOTAL_A	ADI_R_VERBAL_TOTAL_BV	ADI_RRB_TOTAL_C	ADI_R_ONSET_TOTAL_D	ADI_R_RSRCH_RELIABLE	ADOS_MODULE	ADOS_TOTAL	ADOS_COMM	ADOS_SOCIAL	ADOS_STEREO_BEHAV	ADOS_RSRCH_RELIABLE	ADOS_GOTHAM_SOCAFFECT	ADOS_GOTHAM_RRB	ADOS_GOTHAM_TOTAL	ADOS_GOTHAM_SEVERITY	SRS_VERSION	SRS_RAW_TOTAL	SRS_AWARENESS	SRS_COGNITION	SRS_COMMUNICATION	SRS_MOTIVATION	SRS_MANNERISMS	SCQ_TOTAL	AQ_TOTAL	COMORBIDITY	CURRENT_MED_STATUS	MEDICATION_NAME	OFF_STIMULANTS_AT_SCAN	VINELAND_RECEPTIVE_V_SCALED	VINELAND_EXPRESSIVE_V_SCALED	VINELAND_WRITTEN_V_SCALED	VINELAND_COMMUNICATION_STANDARD	VINELAND_PERSONAL_V_SCALED	VINELAND_DOMESTIC_V_SCALED	VINELAND_COMMUNITY_V_SCALED	VINELAND_DAILYLVNG_STANDARD	VINELAND_INTERPERSONAL_V_SCALED	VINELAND_PLAY_V_SCALED	VINELAND_COPING_V_SCALED	VINELAND_SOCIAL_STANDARD	VINELAND_SUM_SCORES	VINELAND_ABC_STANDARD	VINELAND_INFORMANT	WISC_IV_VCI	WISC_IV_PRI	WISC_IV_WMI	WISC_IV_PSI	WISC_IV_SIM_SCALED	WISC_IV_VOCAB_SCALED	WISC_IV_INFO_SCALED	WISC_IV_BLK_DSN_SCALED	WISC_IV_PIC_CON_SCALED	WISC_IV_MATRIX_SCALED	WISC_IV_DIGIT_SPAN_SCALED	WISC_IV_LET_NUM_SCALED	WISC_IV_CODING_SCALED	WISC_IV_SYM_SCALED	EYE_STATUS_AT_SCAN	AGE_AT_MPRAGE	BMI	anat_cnr	anat_efc	anat_fber	anat_fwhm	anat_qi1	anat_snr	func_efc	func_fber	func_fwhm	func_dvars	func_outlier	func_quality	func_mean_fd	func_num_fd	func_perc_fd	func_gsr	qc_rater_1	qc_notes_rater_1	qc_anat_rater_2	qc_anat_notes_rater_2	qc_func_rater_2	qc_func_notes_rater_2	qc_anat_rater_3	qc_anat_notes_rater_3	qc_func_rater_3	qc_func_notes_rater_3	SUB_IN_SMP
0	0	1	50002	1	50002	PITT	no_filename	1	1.0	16.77	1	Ambi	NaN	103.0	116.0	89.0	WASI	WASI	WASI	16.0	9.0	5.0	4.0	1.0	4.0	12.0	4.0	8.0	3.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	10.201539	1.194664	16.223458	3.878000	0.152711	12.072452	0.613128	45.446551	1.873339	1.054931	0.000641	0.011443	0.116828	8.0	3.980100	0.054346	fail	NaN	OK	NaN	fail	ic-parietal-cerebellum	OK	NaN	fail	ERROR #24	1
1	1	2	50003	2	50003	PITT	Pitt_0050003	1	1.0	24.45	1	R	NaN	124.0	128.0	115.0	WASI	WASI	WASI	27.0	22.0	5.0	3.0	1.0	4.0	13.0	5.0	8.0	1.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	Fluoxetine	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	7.165701	1.126752	10.460008	4.282238	0.161716	9.241155	0.578301	56.286350	2.012112	0.949857	0.000474	0.031781	0.322092	135.0	67.164179	0.041862	OK	NaN	OK	NaN	OK	NaN	OK	NaN	OK	NaN	1
2	2	3	50004	3	50004	PITT	Pitt_0050004	1	1.0	19.09	1	R	NaN	113.0	108.0	117.0	WASI	WASI	WASI	19.0	12.0	5.0	3.0	1.0	4.0	18.0	6.0	12.0	2.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	7.698144	1.226218	9.725750	3.881684	0.174186	9.323463	0.578960	63.317943	1.866104	1.180605	0.008262	0.014260	0.127745	29.0	14.427861	0.046745	OK	NaN	OK	NaN	OK	NaN	OK	NaN	OK	NaN	1
3	3	4	50005	4	50005	PITT	Pitt_0050005	1	1.0	13.73	2	R	NaN	119.0	117.0	118.0	WASI	WASI	WASI	23.0	19.0	3.0	4.0	1.0	4.0	12.0	4.0	8.0	1.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	Fluoxetine	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	9.071807	1.256278	11.198226	3.628667	0.119269	10.814200	0.556064	70.800354	1.918278	1.092030	0.001711	0.019205	0.128136	22.0	10.945274	0.027963	OK	NaN	OK	NaN	maybe	ic-parietal-cerebellum	OK	NaN	OK	NaN	0
4	4	5	50006	5	50006	PITT	Pitt_0050006	1	1.0	13.37	1	L	NaN	109.0	99.0	119.0	WASI	WASI	WASI	13.0	10.0	4.0	3.0	1.0	4.0	12.0	4.0	8.0	4.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	8.026798	1.407166	6.282055	3.674539	0.130647	10.123574	0.562942	75.364679	2.213873	1.086830	0.001500	0.006919	0.070143	3.0	1.492537	0.054006	OK	NaN	OK	NaN	maybe	ic-parietal slight	OK	NaN	OK	NaN	1
5	5	6	50007	6	50007	PITT	Pitt_0050007	1	1.0	17.78	1	R	NaN	110.0	106.0	112.0	WASI	WASI	WASI	21.0	14.0	9.0	1.0	1.0	3.0	17.0	5.0	12.0	2.0	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	5.775897	1.161231	6.991093	4.104707	0.236214	7.638746	0.607554	64.682109	1.834521	1.099380	0.002805	0.028284	0.151246	38.0	18.905473	0.055615	OK	NaN	OK	NaN	maybe	ic-cerebellum_temporal_lob	OK	NaN	OK	NaN	1
6	6	7	50008	7	50008	PITT	Pitt_0050008	1	1.0	32.45	1	R	NaN	123.0	123.0	114.0	WASI	WASI	WASI	24.0	20.0	10.0	2.0	1.0	NaN	16.0	4.0	12.0	NaN	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	Sertraline	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	6.669686	1.241491	7.945937	3.831462	0.131733	8.507972	0.571447	60.682083	1.909622	1.038369	0.000524	0.018028	0.169275	58.0	28.855721	0.056363	OK	NaN	OK	NaN	OK	NaN	OK	NaN	OK	NaN	1
7	7	8	50009	8	50009	PITT	Pitt_0050009	1	1.0	33.86	1	R	NaN	126.0	118.0	128.0	WASI	WASI	WASI	20.0	11.0	3.0	2.0	1.0	NaN	10.0	4.0	6.0	NaN	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1	Pantoprazole	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	4.447948	1.201311	7.858095	3.622118	0.197792	6.552231	0.596593	64.427431	2.032504	1.180188	0.003165	0.010513	0.091976	14.0	6.965174	0.053051	OK	NaN	OK	NaN	fail	ic-parietal-cerebellum	OK	NaN	OK	NaN	1
8	8	9	50010	9	50010	PITT	Pitt_0050010	1	1.0	35.20	1	L	NaN	81.0	81.0	93.0	WASI	WASI	WASI	NaN	NaN	NaN	NaN	1.0	NaN	NaN	NaN	NaN	NaN	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	11.450388	0.931668	29.233811	3.852356	0.073776	13.292140	0.491360	84.924849	2.021997	1.116337	0.001126	0.006494	0.072545	7.0	3.482587	0.036569	OK	NaN	OK	NaN	maybe	ic-cerebellum_temporal_lob	OK	NaN	OK	NaN	1
9	9	10	50011	10	50011	PITT	Pitt_0050011	1	1.0	16.93	1	L	NaN	111.0	101.0	120.0	WASI	WASI	WASI	24.0	14.0	6.0	1.0	1.0	NaN	13.0	4.0	9.0	NaN	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	6.651477	1.464786	5.833882	3.697062	0.136784	8.338746	0.593579	75.566758	2.022410	1.091183	0.001016	0.009168	0.081539	6.0	2.985075	0.050781	OK	NaN	OK	NaN	maybe	ic-cerebellum_temporal_lob	OK	NaN	OK	NaN	0

Last rows

	Unnamed: 0	Unnamed: 0.1	SUB_ID	X	subject	SITE_ID	FILE_ID	DX_GROUP	DSM_IV_TR	AGE_AT_SCAN	SEX	HANDEDNESS_CATEGORY	HANDEDNESS_SCORES	FIQ	VIQ	PIQ	FIQ_TEST_TYPE	VIQ_TEST_TYPE	PIQ_TEST_TYPE	ADI_R_SOCIAL_TOTAL_A	ADI_R_VERBAL_TOTAL_BV	ADI_RRB_TOTAL_C	ADI_R_ONSET_TOTAL_D	ADI_R_RSRCH_RELIABLE	ADOS_MODULE	ADOS_TOTAL	ADOS_COMM	ADOS_SOCIAL	ADOS_STEREO_BEHAV	ADOS_RSRCH_RELIABLE	ADOS_GOTHAM_SOCAFFECT	ADOS_GOTHAM_RRB	ADOS_GOTHAM_TOTAL	ADOS_GOTHAM_SEVERITY	SRS_VERSION	SRS_RAW_TOTAL	SRS_AWARENESS	SRS_COGNITION	SRS_COMMUNICATION	SRS_MOTIVATION	SRS_MANNERISMS	SCQ_TOTAL	AQ_TOTAL	COMORBIDITY	MEDICATION_NAME	OFF_STIMULANTS_AT_SCAN	VINELAND_RECEPTIVE_V_SCALED	VINELAND_EXPRESSIVE_V_SCALED	VINELAND_WRITTEN_V_SCALED	VINELAND_COMMUNICATION_STANDARD	VINELAND_PERSONAL_V_SCALED	VINELAND_DOMESTIC_V_SCALED	VINELAND_COMMUNITY_V_SCALED	VINELAND_DAILYLVNG_STANDARD	VINELAND_INTERPERSONAL_V_SCALED	VINELAND_PLAY_V_SCALED	VINELAND_COPING_V_SCALED	VINELAND_SOCIAL_STANDARD	VINELAND_SUM_SCORES	VINELAND_ABC_STANDARD	VINELAND_INFORMANT	WISC_IV_VCI	WISC_IV_PRI	WISC_IV_WMI	WISC_IV_PSI	WISC_IV_SIM_SCALED	WISC_IV_VOCAB_SCALED	WISC_IV_INFO_SCALED	WISC_IV_BLK_DSN_SCALED	WISC_IV_PIC_CON_SCALED	WISC_IV_MATRIX_SCALED	WISC_IV_DIGIT_SPAN_SCALED	WISC_IV_LET_NUM_SCALED	WISC_IV_CODING_SCALED	WISC_IV_SYM_SCALED	EYE_STATUS_AT_SCAN	AGE_AT_MPRAGE	BMI	anat_cnr	anat_efc	anat_fber	anat_fwhm	anat_qi1	anat_snr	func_efc	func_fber	func_fwhm	func_dvars	func_outlier	func_quality	func_mean_fd	func_num_fd	func_perc_fd	func_gsr	qc_rater_1	qc_notes_rater_1	qc_anat_rater_2	qc_anat_notes_rater_2	qc_func_rater_2	qc_func_notes_rater_2	qc_anat_rater_3	qc_anat_notes_rater_3	qc_func_rater_3	qc_func_notes_rater_3	SUB_IN_SMP
1102	1102	1103	51578	1103	51578	SBL	SBL_0051578	1	2.0	33.0	1	NaN	-100.0	125.0	129.0	113.0	WAIS_III	WAIS_III	WAIS_III	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	36.0	None	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	4.676540	1.508576	6.134177	3.35897	0.063098	6.834492	0.486097	96.019834	2.099657	1.175787	0.000840	0.005729	0.147765	49.0	24.378109	0.036865	OK	NaN	OK	NaN	maybe	ic-cerebellum-temporal_lobe	OK	NaN	OK	NaN	0
1103	1103	1104	51579	1104	51579	SBL	SBL_0051579	1	3.0	41.0	1	NaN	100.0	110.0	NaN	NaN	GIT	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	15.0	None	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	5.870399	0.917914	22.833082	2.87083	0.049213	8.168979	0.469129	127.887887	2.090513	1.125245	0.002311	0.008146	0.096582	12.0	5.970149	0.025088	OK	NaN	OK	NaN	maybe	ic-cerebellum-temporal_lobe	OK	NaN	OK	NaN	0
1104	1104	1105	51580	1105	51580	SBL	SBL_0051580	1	3.0	42.0	1	NaN	60.0	NaN	117.0	121.0	NaN	GIT	GIT	18.0	8.0	3.0	1.0	0.0	4.0	9.0	3.0	6.0	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	39.0	None	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	23.85	2.940238	1.487330	2.540405	3.14634	0.130985	4.573468	0.490547	101.314198	1.961812	1.178015	0.001758	0.005715	0.160136	62.0	30.845771	0.036961	OK	NaN	OK	NaN	maybe	ic-cerebellum-temporal_lobe	OK	NaN	OK	NaN	0
1105	1105	1106	51581	1106	51581	SBL	SBL_0051581	1	3.0	64.0	1	NaN	100.0	120.0	119.0	116.0	WAIS_III	WAIS_III	WAIS_III	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	24.0	None	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	7.257336	1.168982	27.551952	2.53393	0.030998	10.200030	0.478179	167.092159	1.972915	1.122158	0.001441	0.013147	0.164442	54.0	26.865672	0.024502	OK	NaN	OK	NaN	fail	ic-parietal-cerebellum	OK	NaN	OK	NaN	0
1106	1106	1107	51582	1107	51582	SBL	SBL_0051582	1	2.0	31.0	1	NaN	80.0	NaN	116.0	121.0	NaN	GIT	GIT	18.0	9.0	5.0	3.0	0.0	4.0	9.0	2.0	7.0	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	31.0	None	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	28.68	4.768935	1.601895	6.335901	2.89350	0.064087	7.342628	0.487604	79.486838	1.918145	1.097789	0.001749	0.007724	0.171107	68.0	33.830846	0.042990	OK	NaN	OK	NaN	maybe	ic-cerebellum	OK	NaN	OK	NaN	0
1107	1107	1108	51583	1108	51583	SBL	SBL_0051583	1	2.0	35.0	1	NaN	100.0	95.0	105.0	84.0	WAIS_III	WAIS_III	WAIS_III	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	41.0	None	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	3.899774	1.697271	3.465151	3.31883	0.096813	5.434540	0.507184	91.232616	2.022145	1.278364	0.001204	0.006403	0.116186	24.0	11.940299	0.037362	OK	NaN	OK	NaN	OK	ic-cerebellum-temporal_lobe	OK	NaN	OK	NaN	0
1108	1108	1109	51584	1109	51584	SBL	SBL_0051584	1	2.0	49.0	1	NaN	100.0	NaN	133.0	135.0	NaN	GIT	GIT	9.0	9.0	3.0	0.0	0.0	4.0	12.0	4.0	8.0	NaN	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	39.0	None	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	23.24	2.757735	1.073076	7.633618	3.30937	0.104817	4.516250	0.486408	108.510115	2.064103	1.122410	0.001508	0.012669	0.140171	37.0	18.407960	0.033177	OK	NaN	OK	NaN	maybe	vmpfc dropout	OK	NaN	OK	NaN	0
1109	1109	1110	51585	1110	51585	SBL	SBL_0051585	1	1.0	27.0	1	NaN	90.0	96.0	99.0	106.0	WAIS_III	WAIS_III	WAIS_III	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	25.0	None	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	3.413469	1.358238	4.335700	3.32455	0.109490	4.933960	0.465152	90.100651	2.157835	1.110226	0.002469	0.008923	0.154887	52.0	25.870647	0.026048	OK	NaN	OK	NaN	maybe	ic-cerebellum-temporal_lobe	OK	NaN	OK	NaN	0
1110	1110	1111	51606	1111	51606	MAX_MUN	MaxMun_a_0051606	1	2.0	29.0	2	R	NaN	118.0	NaN	NaN	WST	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	7.839007	1.754363	12.270055	3.23217	0.083964	16.403174	0.573711	77.402099	1.780653	1.152828	0.000784	0.005814	0.048246	0.0	0.000000	0.053727	OK	NaN	OK	NaN	maybe	ic-cerebellum	OK	NaN	OK	NaN	0
1111	1111	1112	51607	1112	51607	MAX_MUN	MaxMun_a_0051607	1	2.0	26.0	1	R	NaN	110.0	NaN	NaN	WST	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2	NaN	NaN	12.169297	2.818352	9.272107	3.51019	0.044310	23.565982	0.611418	41.857515	1.786400	1.090482	0.001172	0.007255	0.168913	44.0	36.363636	0.075114	OK	NaN	OK	NaN	maybe	ic-cerebellum	OK	NaN	OK	NaN	1

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ASCII

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Pie chart

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